[2025-12-26T20:30:03.265628] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-26T20:30:03.452964] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-26T20:30:03.633535] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-26T20:30:03.811048] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-26T20:30:03.995900] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-26T20:30:03.996366] [WARN ] [STATE     ] State set to: WAITING
[2025-12-26T20:30:03.996433] [INFO ] [STATE     ] Checking service statuses...
[2025-12-26T20:30:04.004369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:04.008654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:04.077104] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:04.146073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:04.215053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:04.215233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:07.223106] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:07.227424] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:07.232387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:07.235999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:07.239216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:07.239298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:10.246564] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:10.251554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:10.256357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:10.261048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:10.264881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:10.264962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:13.269993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:13.274171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:13.278384] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:13.282817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:13.287168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:13.287289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:16.293969] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:16.299522] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:16.304748] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:16.310220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:16.315640] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:16.315774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:19.321005] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:19.325380] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:19.329597] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:19.333021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:19.336413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:19.336483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:22.341892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:22.346149] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:22.349905] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:22.353602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:22.358616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:22.358768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:25.365120] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:25.370740] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:25.376186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:25.380848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:25.385084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:25.385187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:28.391008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:28.396312] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:28.402152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:28.407826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:28.413472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:28.413639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:31.418248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:31.422202] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:31.426227] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:31.430453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:31.434273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:31.434359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:34.439389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:34.443128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:34.510335] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:34.580907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:34.650769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:34.650915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:37.655506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:37.659561] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:37.663197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:37.666687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:37.670108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:37.670185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:40.675471] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:40.679956] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:40.684055] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:40.687728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:40.691112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:40.691185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:43.696718] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:43.700992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:43.704538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:43.708012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:43.711643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:43.711724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:46.718531] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:46.724049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:46.730721] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:46.736424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:46.741794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:46.741942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:49.747650] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:49.751474] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:49.755268] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:49.759310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:49.762749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:49.762821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:52.768113] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:52.771995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:52.777142] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:52.781915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:52.785770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:52.785869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:55.791802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:55.795979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:55.800495] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:55.804342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:55.808102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:55.808194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:30:58.815030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:30:58.819476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:30:58.823816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:30:58.827976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:30:58.831877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:30:58.831976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:01.837049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:01.840904] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:01.844644] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:01.848345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:01.851890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:01.851964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:04.858108] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:04.863008] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:04.868445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:04.872520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:04.876358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:04.876429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:07.881540] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:07.885010] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:07.889128] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:07.893193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:07.897995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:07.898114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:10.902657] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:10.906106] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:10.909421] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:10.912816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:10.916106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:10.916190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:13.922097] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:13.926541] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:13.930106] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:13.933520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:13.937824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:13.937948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:16.944087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:16.949243] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:16.953293] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:16.956982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:16.960656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:16.960744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:19.965436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:19.969087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:19.972792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:19.976302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:19.979823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:19.979899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:22.986515] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:22.991628] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:22.995361] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:22.998982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:23.002672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:23.002771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:26.008765] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:26.013738] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:26.019362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:26.024980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:26.030805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:26.030943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:29.036496] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:29.040347] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:29.043613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:29.047762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:29.051635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:29.051718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:32.056205] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:32.059932] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:32.063591] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:32.067400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:32.071188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:32.071285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:35.078151] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:35.082869] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:35.087616] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:35.092910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:35.097313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:35.097408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:38.102150] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:38.105832] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:38.172053] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:38.240618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:38.307128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:38.307228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:41.312514] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:41.316156] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:41.319479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:41.322850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:41.326138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:41.326210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:44.331163] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:44.334918] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:44.338362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:44.341930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:44.345520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:44.345634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:47.350382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:47.353874] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:47.357337] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:47.360650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:47.364048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:47.364139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:50.369509] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:50.373521] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:50.377300] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:50.381261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:50.385089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:50.385193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:53.390112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:53.394133] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:53.398294] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:53.402230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:53.406022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:53.406125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:56.412278] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:56.417277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:56.421979] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:56.425676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:56.429180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:56.429264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:31:59.434264] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:31:59.438055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:31:59.441796] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:31:59.445219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:31:59.448763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:31:59.448835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:02.454869] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:02.460479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:02.465692] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:02.470959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:02.476160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:02.476297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:05.482752] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:05.487633] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:05.492115] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:05.496655] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:05.500961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:05.501042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:08.505784] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:08.509616] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:08.513678] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:08.517676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:08.521504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:08.521608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:11.527166] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:11.530764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:11.535613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:11.540170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:11.544349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:11.544448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:14.549891] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:14.553986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:14.558842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:14.564329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:14.568788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:14.568920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:17.576081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:17.580649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:17.584663] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:17.589315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:17.593665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:17.593785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:20.598771] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:20.602476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:20.606004] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:20.609327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:20.612489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:20.612558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:23.619624] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:23.623771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:23.627044] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:23.630237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:23.633365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:23.633432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:26.638669] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:26.642585] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:26.646383] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:26.650034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:26.653596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:26.653674] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:29.658229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:29.661685] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:29.665001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:29.668282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:29.672265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:29.672354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:32.679598] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:32.684256] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:32.689172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:32.693763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:32.698336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:32.698424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:35.703325] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:35.706997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:35.710354] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:35.713781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:35.717108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:35.717174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:38.722275] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:38.725834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:38.729828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:38.733769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:38.737363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:38.737432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:41.743724] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:41.748684] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:41.753620] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:41.758357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:41.763140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:41.763269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:44.768587] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:44.773009] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:44.777018] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:44.780849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:44.784627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:44.784707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:47.790935] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:47.795756] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:47.800274] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:47.804602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:47.808797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:47.808943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:50.814233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:50.819899] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:50.823934] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:50.827476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:50.831322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:50.831397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:53.836447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:53.839948] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:53.843357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:53.846482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:53.849669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:53.849737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:56.855127] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:56.859352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:56.863347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:56.867281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:56.871237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:56.871319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:32:59.876410] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:32:59.879847] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:32:59.883113] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:32:59.886623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:32:59.890874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:32:59.890949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:02.896187] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:02.899910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:02.903477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:02.907089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:02.910836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:02.910939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:05.915811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:05.919926] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:05.923875] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:05.927757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:05.932085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:05.932198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:08.937558] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:08.941066] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:08.945011] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:08.948731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:08.952364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:08.952435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:11.957647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:11.961323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:11.965022] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:11.968511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:11.972161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:11.972254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:14.978449] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:14.982651] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:14.986732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:14.990493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:14.994487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:14.994633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:18.001236] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:18.005440] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:18.010124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:18.015401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:18.019931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:18.020045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:21.025274] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:21.030249] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:21.035955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:21.040151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:21.044481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:21.044619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:24.049104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:24.052560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:24.055966] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:24.059324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:24.062667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:24.062736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:27.067627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:27.071465] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:27.075271] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:27.078681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:27.081969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:27.082041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:30.086954] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:30.090708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:30.094396] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:30.098008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:30.101621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:30.101714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:33.108652] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:33.112804] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:33.116178] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:33.119549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:33.122822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:33.122976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:36.128477] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:36.132125] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:36.135563] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:36.138867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:36.142389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:36.142459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:39.146909] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:39.150472] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:39.154754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:39.158468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:39.162205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:39.162277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:42.167049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:42.171001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:42.174528] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:42.177955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:42.181394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:42.181486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:45.186798] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:45.190445] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:45.193841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:45.197262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:45.200760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:45.200840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:48.206056] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:48.209806] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:48.213422] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:48.217073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:48.220685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:48.220761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:51.225215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:51.228942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:51.232480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:51.236255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:51.239782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:51.239866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:54.244458] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:54.247764] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:54.251193] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:54.254529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:54.257676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:54.257742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:33:57.263404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:33:57.267976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:33:57.271725] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:33:57.275836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:33:57.279584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:33:57.279664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:00.285011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:00.290018] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:00.293752] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:00.297495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:00.301044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:00.301216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:03.305947] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:03.309804] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:03.313562] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:03.316981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:03.320411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:03.320488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:06.326439] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:06.331640] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:06.336784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:06.341994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:06.346973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:06.347099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:09.352384] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:09.356150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:09.365878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:09.374802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:09.384274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:09.384342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:12.389016] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:12.392543] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:12.395890] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:12.399108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:12.402306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:12.402371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:15.407200] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:15.410975] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:15.414401] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:15.418037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:15.421362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:15.421432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:18.426402] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:18.430230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:18.434040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:18.437679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:18.441330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:18.441444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:21.446686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:21.450219] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:21.453625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:21.457178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:21.460652] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:21.460730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:24.465743] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:24.469727] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:24.473350] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:24.477933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:24.482643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:24.482758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:27.487081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:27.490467] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:27.493669] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:27.496983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:27.500324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:27.500396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:30.504990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:30.508656] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:30.512412] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:30.515981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:30.519437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:30.519521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:33.524192] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:33.528527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:33.533229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:33.537411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:33.541105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:33.541178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:36.546151] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:36.549625] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:36.553154] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:36.556376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:36.559554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:36.559635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:39.564698] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:39.568367] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:39.572848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:39.577789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:39.582423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:39.582522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:42.587882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:42.592044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:42.595424] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:42.599172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:42.603034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:42.603105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:45.608285] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:45.611645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:45.614853] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:45.618179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:45.621636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:45.621708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:48.627611] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:48.632620] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:48.636989] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:48.641440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:48.645993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:48.646079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:51.650964] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:51.654376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:51.657556] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:51.660728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:51.663831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:51.663898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:54.668970] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:54.672482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:54.676198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:54.679638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:54.683078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:54.683156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:34:57.689170] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:34:57.693069] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:34:57.696764] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:34:57.700274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:34:57.703651] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:34:57.703725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:00.708205] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:00.712464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:00.716563] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:00.720606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:00.724586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:00.724836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:03.730132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:03.733633] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:03.737332] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:03.741272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:03.744723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:03.744797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:06.749689] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:06.753063] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:06.756363] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:06.760079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:06.763388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:06.763458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:09.768925] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:09.772466] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:09.776262] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:09.780190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:09.784463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:09.784591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:12.789365] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:12.793206] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:12.796929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:12.800405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:12.803870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:12.803992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:15.810786] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:15.816521] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:15.822028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:15.827540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:15.833134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:15.833270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:18.838191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:18.842728] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:18.846970] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:18.850967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:18.854859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:18.854965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:21.860949] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:21.865997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:21.870685] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:21.875117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:21.879638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:21.879754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:24.884436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:24.888007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:24.891480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:24.894827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:24.898207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:24.898287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:27.902738] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:27.906191] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:27.909565] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-26T20:35:27.912929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:27.916190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:27.916277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-26T20:35:30.921628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-26T20:35:30.924990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:30.928132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-26T20:35:30.931334] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-26), and is a dependency of this service.
[2025-12-26T20:35:30.934604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-26T20:35:30.937744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-26T20:35:30.937982] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-26T20:35:30.938081] [INFO ] [MODE      ] Using multithreaded
[2025-12-26T20:35:30.938151] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-26T20:35:30.943093] [DEBUG] [REMOTE    ] Found 53 available forecast dates.
[2025-12-26T20:35:30.943278] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-29.txt'.
[2025-12-26T20:35:30.949769] [DEBUG] [REMOTE    ] Fetched 3548 signal forecasts for 2025-12-29.
[2025-12-26T20:35:30.974896] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-26T20:35:30.976007] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-26T20:35:30.976065] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-26T20:35:31.609319] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-26T20:35:31.618395] [INFO ] [MODE      ] Using multithreaded
[2025-12-26T20:35:31.618500] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-26T20:35:31.618567] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-26T20:35:31.625280] [DEBUG] [REMOTE    ] Found 53 available forecast dates.
[2025-12-26T20:35:31.625513] [INFO ] [main      ] Found available forecast date (2025-12-29).
[2025-12-26T20:35:31.625627] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-29.txt'.
[2025-12-26T20:35:31.632439] [DEBUG] [REMOTE    ] Fetched 3548 signal forecasts for 2025-12-29.
[2025-12-26T20:35:31.632732] [INFO ] [main      ] Fetched 3548 forecasts.
[2025-12-26T20:35:31.633051] [INFO ] [main      ] Found 409 high-confidence bullish forecasts (>= 90.0%).
[2025-12-26T20:35:31.633127] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 409 symbols
[2025-12-26T20:35:31.664890] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-26T20:35:31.664986] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-26T20:35:31.665036] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-26T20:35:31.665311] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-26T20:35:31.665321] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-26T20:35:31.665311] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-26T20:35:31.667878] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-26T20:35:31.668224] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-26T20:35:31.691521] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:31.692806] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-26T20:35:31.692876] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-26T20:35:31.692912] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-26T20:35:31.694723] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:31.695520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:31.695857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:31.696958] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-26T20:35:31.697025] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-26T20:35:31.697065] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-26T20:35:31.698289] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:31.699239] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:31.699412] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-26T20:35:31.699503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:31.700188] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-26T20:35:31.700259] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-26T20:35:31.700303] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-26T20:35:31.701206] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-26T20:35:31.701282] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-26T20:35:31.701326] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-26T20:35:31.701998] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:31.702078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:31.702259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:31.702730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:31.703216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:31.703778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:31.703941] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:31.704034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:31.706141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:31.707388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:31.708433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:31.709319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:31.710100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:31.710645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:31.711388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:31.711821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:31.711935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:31.712383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:31.713292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:31.714960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:31.715987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:31.716039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:31.716654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:31.717025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:31.717755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:31.719622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:31.720731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:31.721463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:31.723089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:35:31.726351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:31.824204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:31.903029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:31.904039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:31.906419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:31.908387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.064508] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.106189] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.126284] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.235063] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.253670] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.291782] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.310487] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-26T20:35:32.310565] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.44% (Conf=51.9643%)
[2025-12-26T20:35:32.311136] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-26T20:35:32.311191] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-26T20:35:32.311696] [INFO ] [main      ] Progress: 1/409 forecasts completed (0.2%). DGRE finished in 0.6s. ETA: 4m 37s. Rate: 88.43 forecasts/min
[2025-12-26T20:35:32.322967] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:32.323496] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.324075] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-26T20:35:32.324129] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-26T20:35:32.324160] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-26T20:35:32.324961] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:32.325020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:32.329843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:32.332981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:32.335993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:32.336675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.367629] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-26T20:35:32.367736] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=56.2675%)
[2025-12-26T20:35:32.368107] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-26T20:35:32.368164] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-26T20:35:32.369686] [INFO ] [main      ] Progress: 2/409 forecasts completed (0.5%). PCN finished in 0.7s. ETA: 2m 30s. Rate: 162.93 forecasts/min
[2025-12-26T20:35:32.381634] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:32.383104] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-26T20:35:32.383160] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-26T20:35:32.383192] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-26T20:35:32.384147] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:32.384210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:32.389513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:32.392876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:32.394401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:32.395104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.408929] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-26T20:35:32.409014] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=29.3567%)
[2025-12-26T20:35:32.409561] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-26T20:35:32.409640] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-26T20:35:32.409635] [INFO ] [main      ] Progress: 3/409 forecasts completed (0.7%). PFL finished in 0.7s. ETA: 1m 45s. Rate: 231.82 forecasts/min
[2025-12-26T20:35:32.421039] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:32.422259] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-26T20:35:32.422313] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-26T20:35:32.422345] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-26T20:35:32.422965] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.423203] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:32.423275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:32.425113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:32.425662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:32.426123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:32.426542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:32.476836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:32.478343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.499319] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-26T20:35:32.499398] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-1.40% (Conf=36.8497%)
[2025-12-26T20:35:32.499662] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-26T20:35:32.499713] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-26T20:35:32.500801] [INFO ] [main      ] Progress: 4/409 forecasts completed (1.0%). OABI finished in 0.8s. ETA: 1m 28s. Rate: 276.62 forecasts/min
[2025-12-26T20:35:32.511897] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:32.513014] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-26T20:35:32.513065] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-26T20:35:32.513097] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-26T20:35:32.513885] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:32.513948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:32.515684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:32.516193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:32.516606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:32.519598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:32.520298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:32.520754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:32.521832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:32.523864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:32.529586] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.674830] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.760674] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.824971] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.841215] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.864885] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-26
[2025-12-26T20:35:32.921681] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-26T20:35:32.921753] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=72.8115%)
[2025-12-26T20:35:32.922118] [INFO ] [main      ] Fetching symbol history for SEM...
[2025-12-26T20:35:32.922170] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2025-12-26T20:35:32.922668] [INFO ] [main      ] Progress: 5/409 forecasts completed (1.2%). GPRE finished in 0.6s. ETA: 1m 44s. Rate: 232.65 forecasts/min
[2025-12-26T20:35:32.934345] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:32.935292] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2025-12-26T20:35:32.935355] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2025-12-26T20:35:32.935392] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2025-12-26T20:35:32.936225] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:32.936284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:32.941095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:32.941921] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:32.942913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:32.943483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:32.943936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:32.945456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:32.998007] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.013565] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-26T20:35:33.013674] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-2.94% (Conf=55.8827%)
[2025-12-26T20:35:33.014164] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-26T20:35:33.014219] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-26T20:35:33.015676] [INFO ] [main      ] Progress: 6/409 forecasts completed (1.5%). TSQ finished in 0.6s. ETA: 1m 33s. Rate: 260.40 forecasts/min
[2025-12-26T20:35:33.026469] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.027889] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-26T20:35:33.027952] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-26T20:35:33.027985] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-26T20:35:33.029013] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:33.029091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:33.034417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:33.036816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:33.037490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:33.037554] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.080198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.082679] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-26T20:35:33.082770] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=3.97% (Conf=53.3928%)
[2025-12-26T20:35:33.083178] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-26T20:35:33.083232] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-26T20:35:33.083302] [INFO ] [main      ] Progress: 7/409 forecasts completed (1.7%). CNK finished in 0.7s. ETA: 1m 23s. Rate: 289.64 forecasts/min
[2025-12-26T20:35:33.094218] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.095397] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-26T20:35:33.095448] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-26T20:35:33.095479] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-26T20:35:33.096288] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:33.096350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:33.101377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:33.102693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:33.104527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:33.105062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:33.106368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:33.108458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:35:33.111295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.168094] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-26T20:35:33.168165] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=-1.33% (Conf=53.5721%)
[2025-12-26T20:35:33.168498] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-26T20:35:33.168548] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-26T20:35:33.169602] [INFO ] [main      ] Progress: 8/409 forecasts completed (2.0%). JKHY finished in 0.7s. ETA: 1m 17s. Rate: 312.42 forecasts/min
[2025-12-26T20:35:33.179942] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.181503] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-26T20:35:33.181561] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-26T20:35:33.181612] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-26T20:35:33.182437] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:33.182496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:33.187370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:33.188759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:33.190845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.290406] [DEBUG] [MAG       ] SEM: Last date is validated at 2025-12-26
[2025-12-26T20:35:33.450010] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-26
[2025-12-26T20:35:33.452492] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-26
[2025-12-26T20:35:33.461091] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.531593] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-26
[2025-12-26T20:35:33.538420] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2025-12-26T20:35:33.538494] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=67.642%)
[2025-12-26T20:35:33.538870] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-26T20:35:33.538936] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-26T20:35:33.539658] [INFO ] [main      ] Progress: 9/409 forecasts completed (2.2%). SEM finished in 0.6s. ETA: 1m 25s. Rate: 283.25 forecasts/min
[2025-12-26T20:35:33.550462] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.551676] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-26T20:35:33.551733] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-26T20:35:33.551765] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-26T20:35:33.552722] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:33.552784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:33.557766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:33.558498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:33.560794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.621704] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.624638] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.687666] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-26T20:35:33.687737] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=51.3622%)
[2025-12-26T20:35:33.688128] [INFO ] [main      ] Progress: 10/409 forecasts completed (2.4%). SOJC finished in 0.7s. ETA: 1m 22s. Rate: 291.98 forecasts/min
[2025-12-26T20:35:33.688336] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-26T20:35:33.688383] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-26T20:35:33.703535] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.704798] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-26T20:35:33.704861] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-26T20:35:33.704895] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-26T20:35:33.705549] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:33.705962] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:35:33.739430] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-26T20:35:33.739502] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.99% (Conf=40.3916%)
[2025-12-26T20:35:33.739977] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-26T20:35:33.740042] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-26T20:35:33.740705] [INFO ] [main      ] Progress: 11/409 forecasts completed (2.7%). PVL finished in 0.7s. ETA: 1m 16s. Rate: 313.17 forecasts/min
[2025-12-26T20:35:33.751527] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.752511] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-26T20:35:33.752560] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-26T20:35:33.752613] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-26T20:35:33.753401] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:33.753459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:33.754224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:33.755882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:33.756617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.815686] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-26T20:35:33.815757] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-5.64% (Conf=53.6964%)
[2025-12-26T20:35:33.815925] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-26T20:35:33.815969] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-26T20:35:33.817739] [INFO ] [main      ] Progress: 12/409 forecasts completed (2.9%). OVID finished in 0.6s. ETA: 1m 12s. Rate: 329.59 forecasts/min
[2025-12-26T20:35:33.827088] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:33.827707] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-26T20:35:33.827758] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-26T20:35:33.827790] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-26T20:35:33.828616] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:33.828689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:33.833624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:33.835409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:33.835936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:33.836372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:33.838909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:33.839957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:33.841565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:33.911761] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.066833] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.084097] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.096103] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.151984] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-26T20:35:34.152058] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.70% (Conf=45.1008%)
[2025-12-26T20:35:34.152423] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-26T20:35:34.152475] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-26T20:35:34.152711] [INFO ] [main      ] Progress: 13/409 forecasts completed (3.2%). PAX finished in 0.6s. ETA: 1m 17s. Rate: 309.58 forecasts/min
[2025-12-26T20:35:34.164854] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.165947] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-26T20:35:34.166003] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-26T20:35:34.166037] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-26T20:35:34.166963] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:34.167029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:34.172305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:34.173324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:34.175864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:34.201548] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.218503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:34.220178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:34.221512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.245212] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.263558] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.318093] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-26T20:35:34.318187] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.36% (Conf=46.1078%)
[2025-12-26T20:35:34.319012] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-26T20:35:34.319066] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-26T20:35:34.321874] [INFO ] [main      ] Progress: 14/409 forecasts completed (3.4%). BFK finished in 0.6s. ETA: 1m 16s. Rate: 312.42 forecasts/min
[2025-12-26T20:35:34.324167] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-26T20:35:34.324233] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=-1.16% (Conf=64.8248%)
[2025-12-26T20:35:34.324646] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-26T20:35:34.324699] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-26T20:35:34.325863] [INFO ] [main      ] Progress: 15/409 forecasts completed (3.7%). PSCH finished in 0.6s. ETA: 1m 11s. Rate: 334.24 forecasts/min
[2025-12-26T20:35:34.330610] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.331656] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-26T20:35:34.331709] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-26T20:35:34.331740] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-26T20:35:34.332538] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:34.332633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:34.333369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:34.334289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:34.336456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.340968] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.342414] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-26T20:35:34.342474] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-26T20:35:34.342506] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-26T20:35:34.343517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:34.343599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:34.345410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:34.346121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:34.346744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:34.347193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.384998] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.473465] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-26T20:35:34.473542] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=62.7871%)
[2025-12-26T20:35:34.473919] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-26T20:35:34.473992] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-26T20:35:34.474711] [INFO ] [main      ] Progress: 16/409 forecasts completed (3.9%). PFIS finished in 0.7s. ETA: 1m 10s. Rate: 337.85 forecasts/min
[2025-12-26T20:35:34.489137] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.490622] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-26T20:35:34.490681] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-26T20:35:34.490714] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-26T20:35:34.491639] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:34.491703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:34.496879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:34.498734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:34.499352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:34.499769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:34.500705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:34.501158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:34.502359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:34.504597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.610852] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.680114] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.701424] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.789466] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.847038] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.869434] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-26
[2025-12-26T20:35:34.874825] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:34.902119] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-26T20:35:34.902190] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=66.98%)
[2025-12-26T20:35:34.902566] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-26T20:35:34.902634] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-26T20:35:34.903678] [INFO ] [main      ] Progress: 17/409 forecasts completed (4.2%). XYL finished in 0.7s. ETA: 1m 15s. Rate: 311.88 forecasts/min
[2025-12-26T20:35:34.914278] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.915489] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-26T20:35:34.915539] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-26T20:35:34.915592] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-26T20:35:34.916404] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:34.916464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:34.921443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:34.922274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:34.924257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:34.928567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.974179] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-26T20:35:34.974248] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=2.00% (Conf=72.4875%)
[2025-12-26T20:35:34.974677] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-26T20:35:34.974728] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-26T20:35:34.975681] [INFO ] [main      ] Progress: 18/409 forecasts completed (4.4%). IBM finished in 0.7s. ETA: 1m 13s. Rate: 323.11 forecasts/min
[2025-12-26T20:35:34.985734] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:34.986654] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-26T20:35:34.986705] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-26T20:35:34.986736] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-26T20:35:34.987512] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:34.987569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:34.988305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:34.988991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:34.993853] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-26T20:35:34.993922] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=52.8113%)
[2025-12-26T20:35:34.994324] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-26T20:35:34.994373] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-26T20:35:34.995655] [INFO ] [main      ] Progress: 19/409 forecasts completed (4.6%). VLO finished in 0.7s. ETA: 1m 9s. Rate: 339.04 forecasts/min
[2025-12-26T20:35:35.006618] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.008492] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-26T20:35:35.008545] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-26T20:35:35.008594] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-26T20:35:35.009471] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:35.009532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:35.011274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:35:35.012124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.046737] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:35.125880] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-26T20:35:35.125975] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.24% (Conf=48.7917%)
[2025-12-26T20:35:35.126555] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-26T20:35:35.126627] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-26T20:35:35.126723] [INFO ] [main      ] Progress: 20/409 forecasts completed (4.9%). IEF finished in 0.7s. ETA: 1m 8s. Rate: 343.49 forecasts/min
[2025-12-26T20:35:35.139517] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.140918] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-26T20:35:35.140977] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-26T20:35:35.141010] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-26T20:35:35.141930] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:35.141994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:35.147115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:35.149019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:35.149543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:35.150402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:35.151277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:35.152208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:35.155221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:35.155989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:35.157043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.283768] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.326838] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.358439] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.459954] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:35.496809] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:35.507350] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.523449] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-26T20:35:35.523528] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=61.7618%)
[2025-12-26T20:35:35.523946] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-26T20:35:35.524000] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-26T20:35:35.523985] [INFO ] [main      ] Progress: 21/409 forecasts completed (5.1%). BPYPM finished in 0.6s. ETA: 1m 12s. Rate: 323.84 forecasts/min
[2025-12-26T20:35:35.530984] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:35.535434] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.536542] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-26T20:35:35.536613] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-26T20:35:35.536645] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-26T20:35:35.537460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:35.537520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:35.539206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:35.541938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:35.543315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:35.546194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.590997] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-26T20:35:35.591072] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=-1.74% (Conf=48.8904%)
[2025-12-26T20:35:35.591389] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-26T20:35:35.591438] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-26T20:35:35.592333] [INFO ] [main      ] Progress: 22/409 forecasts completed (5.4%). LPSN finished in 0.6s. ETA: 1m 10s. Rate: 333.40 forecasts/min
[2025-12-26T20:35:35.602692] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.603669] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-26T20:35:35.603722] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-26T20:35:35.603753] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-26T20:35:35.604536] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:35.604613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:35.606284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:35.606803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:35.607183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.612124] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-26T20:35:35.612200] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.75% (Conf=46.663%)
[2025-12-26T20:35:35.612558] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-26T20:35:35.612626] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-26T20:35:35.612655] [INFO ] [main      ] Progress: 23/409 forecasts completed (5.6%). SO finished in 0.6s. ETA: 1m 7s. Rate: 346.78 forecasts/min
[2025-12-26T20:35:35.625920] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.626749] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-26T20:35:35.626800] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-26T20:35:35.626832] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-26T20:35:35.627660] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:35.627721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:35.632651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:35.634502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:35.635009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:35.635415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:35.636283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:35.638976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:35.639796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:35.641766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.693213] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:35.798611] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-26T20:35:35.798688] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=68.3196%)
[2025-12-26T20:35:35.799103] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-26T20:35:35.799157] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-26T20:35:35.799665] [INFO ] [main      ] Progress: 24/409 forecasts completed (5.9%). BAM finished in 0.7s. ETA: 1m 7s. Rate: 345.62 forecasts/min
[2025-12-26T20:35:35.810366] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:35.811630] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-26T20:35:35.811682] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-26T20:35:35.811714] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-26T20:35:35.812695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:35.812757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:35.814497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:35.815033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:35.815459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:35.833325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:35:35.834968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:35.897371] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.951060] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-26
[2025-12-26T20:35:35.989509] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.066183] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.119540] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.161432] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-26T20:35:36.161498] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=0.42% (Conf=52.0759%)
[2025-12-26T20:35:36.161896] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-26T20:35:36.161947] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-26T20:35:36.161967] [INFO ] [main      ] Progress: 25/409 forecasts completed (6.1%). KBWB finished in 0.6s. ETA: 1m 10s. Rate: 331.22 forecasts/min
[2025-12-26T20:35:36.162149] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.173206] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.174349] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-26T20:35:36.174399] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-26T20:35:36.174430] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-26T20:35:36.175254] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:36.175314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:36.177006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:36.177550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:36.178328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:36.183327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:36.184476] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.184949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.198660] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-26T20:35:36.198727] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=59.1936%)
[2025-12-26T20:35:36.199110] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-26T20:35:36.199161] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-26T20:35:36.200430] [INFO ] [main      ] Progress: 26/409 forecasts completed (6.4%). MNRO finished in 0.6s. ETA: 1m 7s. Rate: 341.56 forecasts/min
[2025-12-26T20:35:36.212072] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.213494] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-26T20:35:36.213546] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-26T20:35:36.213595] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-26T20:35:36.214558] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:36.214640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:36.219417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.235441] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-26T20:35:36.235510] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=57.6102%)
[2025-12-26T20:35:36.235897] [INFO ] [main      ] Progress: 27/409 forecasts completed (6.6%). LBTYK finished in 0.6s. ETA: 1m 5s. Rate: 351.97 forecasts/min
[2025-12-26T20:35:36.236024] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-26T20:35:36.236070] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-26T20:35:36.248957] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.249791] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-26T20:35:36.249843] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-26T20:35:36.249890] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-26T20:35:36.250720] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:36.250796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:36.252529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:36.253076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:36.253470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:36.254243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:36.255304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:36.256594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.353362] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.413509] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-26T20:35:36.413592] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=-0.76% (Conf=51.7838%)
[2025-12-26T20:35:36.414064] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-26T20:35:36.414117] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-26T20:35:36.414666] [INFO ] [main      ] Progress: 28/409 forecasts completed (6.8%). BFIN finished in 0.6s. ETA: 1m 5s. Rate: 351.36 forecasts/min
[2025-12-26T20:35:36.424983] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.425934] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-26T20:35:36.425991] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-26T20:35:36.426022] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-26T20:35:36.426835] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:36.426899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:36.431688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:36.433442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:36.433932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:36.434337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:36.435068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:36.525672] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.543257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:36.571422] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.581921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:36.583415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:36.584448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.601567] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.692981] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.738488] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.775509] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:36.829515] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-26T20:35:36.829604] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=2.19% (Conf=70.4097%)
[2025-12-26T20:35:36.829987] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-26T20:35:36.830039] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-26T20:35:36.830050] [INFO ] [main      ] Progress: 29/409 forecasts completed (7.1%). PTON finished in 0.7s. ETA: 1m 8s. Rate: 334.82 forecasts/min
[2025-12-26T20:35:36.841711] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.843589] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-26T20:35:36.843643] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-26T20:35:36.843675] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-26T20:35:36.844556] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:36.844672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:35:36.846154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.847619] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-26T20:35:36.847709] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-2.27% (Conf=56.5781%)
[2025-12-26T20:35:36.847869] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-26T20:35:36.847912] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-26T20:35:36.848863] [INFO ] [main      ] Progress: 30/409 forecasts completed (7.3%). NRDS finished in 0.6s. ETA: 1m 6s. Rate: 345.11 forecasts/min
[2025-12-26T20:35:36.861938] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.862905] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-26T20:35:36.862955] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-26T20:35:36.862987] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-26T20:35:36.863842] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:36.863903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:36.868910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:36.870833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:36.871331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:36.871789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:36.872185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:36.873073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:36.873225] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-26T20:35:36.873294] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-2.20% (Conf=55.0682%)
[2025-12-26T20:35:36.873654] [INFO ] [main      ] Progress: 31/409 forecasts completed (7.6%). ONTO finished in 0.7s. ETA: 1m 4s. Rate: 354.93 forecasts/min
[2025-12-26T20:35:36.873781] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-26T20:35:36.873827] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-26T20:35:36.875498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:36.885172] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:36.887021] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-26T20:35:36.887074] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-26T20:35:36.887107] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-26T20:35:36.887916] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:36.887977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:36.892914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:36.893733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:36.896049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:36.923945] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-26
[2025-12-26T20:35:36.937623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:36.939866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:36.940651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:37.094871] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:37.210935] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.215967] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-26T20:35:37.216036] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=1.52% (Conf=53.8161%)
[2025-12-26T20:35:37.217382] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-26T20:35:37.217439] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-26T20:35:37.217664] [INFO ] [main      ] Progress: 32/409 forecasts completed (7.8%). IONS finished in 0.8s. ETA: 1m 6s. Rate: 343.81 forecasts/min
[2025-12-26T20:35:37.231130] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:37.232316] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-26T20:35:37.232367] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-26T20:35:37.232400] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-26T20:35:37.233203] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:37.233265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:37.233727] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.234140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:37.238150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:37.239916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:37.240374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:37.241387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:37.242992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:37.244004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:37.244696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:37.284082] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.392689] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:37.407698] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:37.456253] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:37.482223] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-26T20:35:37.482294] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-3.47% (Conf=45.9051%)
[2025-12-26T20:35:37.482668] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-26T20:35:37.482718] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-26T20:35:37.483650] [INFO ] [main      ] Progress: 33/409 forecasts completed (8.1%). VIRC finished in 0.6s. ETA: 1m 7s. Rate: 338.43 forecasts/min
[2025-12-26T20:35:37.496684] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:37.497606] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-26T20:35:37.497659] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-26T20:35:37.497690] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-26T20:35:37.498544] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:37.498626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:37.501301] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-26T20:35:37.501373] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=40.2026%)
[2025-12-26T20:35:37.501757] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-26T20:35:37.501809] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-26T20:35:37.501799] [INFO ] [main      ] Progress: 34/409 forecasts completed (8.3%). HLI finished in 0.7s. ETA: 1m 5s. Rate: 347.61 forecasts/min
[2025-12-26T20:35:37.503795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:37.504869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:37.507236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:37.513661] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:37.514379] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-26T20:35:37.514431] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-26T20:35:37.514462] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-26T20:35:37.515389] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:37.515456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:37.517168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:37.518264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:37.523977] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-26T20:35:37.524045] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=32.5736%)
[2025-12-26T20:35:37.524399] [INFO ] [main      ] Progress: 35/409 forecasts completed (8.6%). NAC finished in 0.7s. ETA: 1m 3s. Rate: 356.46 forecasts/min
[2025-12-26T20:35:37.524520] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-26T20:35:37.524602] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-26T20:35:37.538076] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:37.538808] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-26T20:35:37.538861] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-26T20:35:37.538922] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-26T20:35:37.539752] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:37.539812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:37.540861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:37.542201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:37.588039] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.754954] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:37.856947] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.858156] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-26T20:35:37.858235] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=61.3435%)
[2025-12-26T20:35:37.858673] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-26T20:35:37.858725] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-26T20:35:37.859651] [INFO ] [main      ] Progress: 36/409 forecasts completed (8.8%). QBTS finished in 0.6s. ETA: 1m 5s. Rate: 346.91 forecasts/min
[2025-12-26T20:35:37.870110] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:37.871044] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-26T20:35:37.871099] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-26T20:35:37.871130] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-26T20:35:37.871944] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:37.872004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:37.873708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:37.874215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:37.874622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:37.875355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:37.885993] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.913776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:37.915878] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-26
[2025-12-26T20:35:37.968377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:37.969386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.031158] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.067720] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.090286] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.140140] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-26T20:35:38.140231] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.21% (Conf=63.1963%)
[2025-12-26T20:35:38.140408] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-26T20:35:38.140454] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-26T20:35:38.140893] [INFO ] [main      ] Progress: 37/409 forecasts completed (9.0%). VNQI finished in 0.6s. ETA: 1m 5s. Rate: 341.13 forecasts/min
[2025-12-26T20:35:38.153592] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.154662] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-26T20:35:38.154719] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-26T20:35:38.154764] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-26T20:35:38.155687] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:38.155750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:38.161136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:38.166419] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-26T20:35:38.166492] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=53.2942%)
[2025-12-26T20:35:38.166674] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-26T20:35:38.166719] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-26T20:35:38.168295] [INFO ] [main      ] Progress: 38/409 forecasts completed (9.3%). WEX finished in 0.7s. ETA: 1m 4s. Rate: 348.88 forecasts/min
[2025-12-26T20:35:38.168733] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-26T20:35:38.168786] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=49.001%)
[2025-12-26T20:35:38.169108] [INFO ] [main      ] Progress: 39/409 forecasts completed (9.5%). SPRX finished in 0.6s. ETA: 1m 2s. Rate: 358.02 forecasts/min
[2025-12-26T20:35:38.169219] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-26T20:35:38.169263] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-26T20:35:38.181404] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.181848] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.182368] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-26T20:35:38.182420] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-26T20:35:38.182451] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-26T20:35:38.182924] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-26T20:35:38.182975] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-26T20:35:38.183007] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-26T20:35:38.183258] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:38.183318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:38.183801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:38.183862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:38.185037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:38.185543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:38.185566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:38.186000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:38.186066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:38.186452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:38.187341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:38.188998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:38.190433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.242626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:38.246037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.305235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.312539] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-26
[2025-12-26T20:35:38.484344] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.531496] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-26
[2025-12-26T20:35:38.563211] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-26T20:35:38.563288] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=49.3876%)
[2025-12-26T20:35:38.563701] [INFO ] [main      ] Progress: 40/409 forecasts completed (9.8%). GMAB finished in 0.7s. ETA: 1m 4s. Rate: 346.29 forecasts/min
[2025-12-26T20:35:38.563829] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-26T20:35:38.563873] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-26T20:35:38.574935] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.575655] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-26T20:35:38.575709] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-26T20:35:38.575740] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-26T20:35:38.576521] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:38.576598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:38.578978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.614778] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-26
[2025-12-26T20:35:38.658414] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-26
[2025-12-26T20:35:38.701712] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.797763] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-26T20:35:38.797833] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=40.5196%)
[2025-12-26T20:35:38.797995] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-26T20:35:38.798039] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-26T20:35:38.798989] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.799640] [INFO ] [main      ] Progress: 41/409 forecasts completed (10.0%). SPB finished in 0.6s. ETA: 1m 4s. Rate: 343.27 forecasts/min
[2025-12-26T20:35:38.811757] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.813124] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-26T20:35:38.813180] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-26T20:35:38.813211] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-26T20:35:38.814060] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:38.814121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:38.818971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:38.819948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:38.820998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:38.821723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:35:38.822812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.837013] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:38.897085] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-26T20:35:38.897159] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=1.00% (Conf=56.7485%)
[2025-12-26T20:35:38.897524] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-26T20:35:38.897590] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-26T20:35:38.897683] [INFO ] [main      ] Progress: 42/409 forecasts completed (10.3%). IEP finished in 0.7s. ETA: 1m 3s. Rate: 346.89 forecasts/min
[2025-12-26T20:35:38.907478] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-26T20:35:38.907550] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=2.55% (Conf=57.2988%)
[2025-12-26T20:35:38.907954] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-26T20:35:38.908006] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-26T20:35:38.909647] [INFO ] [main      ] Progress: 43/409 forecasts completed (10.5%). QDEL finished in 0.8s. ETA: 1m 2s. Rate: 354.57 forecasts/min
[2025-12-26T20:35:38.910796] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.911778] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-26T20:35:38.911841] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-26T20:35:38.911874] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-26T20:35:38.912710] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:38.912773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:38.914561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:38.915115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:38.915534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:38.916401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:38.920955] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:38.921892] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-26T20:35:38.921981] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-26T20:35:38.922025] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-26T20:35:38.922919] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:38.922980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:35:38.926004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:38.930390] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-26
[2025-12-26T20:35:38.959478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:38.962770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.106082] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:39.183817] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.237482] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-26T20:35:39.237549] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=0.97% (Conf=52.7504%)
[2025-12-26T20:35:39.237947] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-26T20:35:39.238005] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-26T20:35:39.238675] [INFO ] [main      ] Progress: 44/409 forecasts completed (10.8%). HUM finished in 0.7s. ETA: 1m 3s. Rate: 347.12 forecasts/min
[2025-12-26T20:35:39.250004] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:39.250844] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-26T20:35:39.250896] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-26T20:35:39.250927] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-26T20:35:39.251742] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:39.251800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:39.253527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:39.254061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:39.254441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.298150] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.316326] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.367280] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:39.438926] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-26T20:35:39.439005] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=59.1137%)
[2025-12-26T20:35:39.439511] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-26T20:35:39.439566] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-26T20:35:39.439679] [INFO ] [main      ] Progress: 45/409 forecasts completed (11.0%). FRBA finished in 0.6s. ETA: 1m 3s. Rate: 345.87 forecasts/min
[2025-12-26T20:35:39.452451] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:39.453440] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-26T20:35:39.453501] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-26T20:35:39.453535] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-26T20:35:39.454608] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:39.454672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:39.456708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:39.457305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:39.457934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:39.483115] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:39.492464] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:39.543342] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-26T20:35:39.543427] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=42.0371%)
[2025-12-26T20:35:39.543853] [INFO ] [main      ] Progress: 46/409 forecasts completed (11.2%). AGNCM finished in 0.6s. ETA: 1m 2s. Rate: 348.90 forecasts/min
[2025-12-26T20:35:39.544004] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-26T20:35:39.544058] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-26T20:35:39.555907] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:39.556865] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-26T20:35:39.556918] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-26T20:35:39.556949] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-26T20:35:39.557809] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:39.557880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:39.563064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:39.564007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.565878] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-26T20:35:39.565945] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=70.8363%)
[2025-12-26T20:35:39.566309] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-26T20:35:39.566358] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-26T20:35:39.566660] [INFO ] [main      ] Progress: 47/409 forecasts completed (11.5%). ARLP finished in 0.7s. ETA: 1m 1s. Rate: 355.46 forecasts/min
[2025-12-26T20:35:39.577475] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:39.579355] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-26T20:35:39.579411] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-26T20:35:39.579442] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-26T20:35:39.580274] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:39.580340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:39.582043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:39.582616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:39.583061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:39.583831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:39.584272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:35:39.584647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:39.585399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.598111] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.625099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:39.626195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:39.626865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:39.628477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.771943] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:39.830638] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-26T20:35:39.830721] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.42% (Conf=48.1242%)
[2025-12-26T20:35:39.830919] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-26T20:35:39.830968] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-26T20:35:39.833665] [INFO ] [main      ] Progress: 48/409 forecasts completed (11.7%). FTHY finished in 0.6s. ETA: 1m 2s. Rate: 351.20 forecasts/min
[2025-12-26T20:35:39.843810] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:39.844741] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-26T20:35:39.844800] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-26T20:35:39.844832] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-26T20:35:39.845718] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:39.845780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:39.847743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:39.848457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:39.848924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:39.851500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:39.855795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:39.857607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:39.934200] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.941104] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-26
[2025-12-26T20:35:39.978565] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.112023] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.119808] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.171215] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-26T20:35:40.171285] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=64.7246%)
[2025-12-26T20:35:40.171665] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-26T20:35:40.171717] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-26T20:35:40.171704] [INFO ] [main      ] Progress: 49/409 forecasts completed (12.0%). KMDA finished in 0.7s. ETA: 1m 3s. Rate: 344.32 forecasts/min
[2025-12-26T20:35:40.176234] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.183132] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.184118] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-26T20:35:40.184169] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-26T20:35:40.184200] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-26T20:35:40.185010] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:40.185070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:40.189869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:40.191861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:40.192504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:40.192913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:40.193922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:40.195879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:40.196544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.210952] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-26T20:35:40.211027] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=1.26% (Conf=46.2614%)
[2025-12-26T20:35:40.211429] [INFO ] [main      ] Progress: 50/409 forecasts completed (12.2%). AI finished in 0.7s. ETA: 1m 2s. Rate: 349.72 forecasts/min
[2025-12-26T20:35:40.211668] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-26T20:35:40.211717] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-26T20:35:40.223759] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.224685] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-26T20:35:40.224739] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-26T20:35:40.224772] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-26T20:35:40.225630] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:40.225695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:40.230760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:40.232649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:40.233197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:40.233668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:40.234114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:40.235054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:40.236911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:40.239929] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.245265] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-26T20:35:40.245331] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=60.8079%)
[2025-12-26T20:35:40.245490] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-26T20:35:40.245533] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-26T20:35:40.247245] [INFO ] [main      ] Progress: 51/409 forecasts completed (12.5%). RMBI finished in 0.7s. ETA: 1m 0s. Rate: 355.23 forecasts/min
[2025-12-26T20:35:40.257257] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.258205] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-26T20:35:40.258265] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-26T20:35:40.258299] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-26T20:35:40.259636] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:40.259695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:40.260374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.277891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:40.279121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.413682] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.473916] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-26T20:35:40.473984] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=48.6561%)
[2025-12-26T20:35:40.474143] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-26T20:35:40.474187] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-26T20:35:40.475819] [INFO ] [main      ] Progress: 52/409 forecasts completed (12.7%). MYN finished in 0.6s. ETA: 1m 1s. Rate: 352.84 forecasts/min
[2025-12-26T20:35:40.486061] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.488080] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-26T20:35:40.488138] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-26T20:35:40.488170] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-26T20:35:40.489142] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:40.489209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:40.490121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:40.492829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:40.494493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:40.497405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:40.498110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:40.503932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.538350] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.614443] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.631318] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.707834] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.774011] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-26T20:35:40.774084] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-1.90% (Conf=58.5049%)
[2025-12-26T20:35:40.774489] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-26T20:35:40.774540] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-26T20:35:40.774670] [INFO ] [main      ] Progress: 53/409 forecasts completed (13.0%). EVGO finished in 0.6s. ETA: 1m 1s. Rate: 347.86 forecasts/min
[2025-12-26T20:35:40.786971] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.788068] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-26T20:35:40.788119] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-26T20:35:40.788149] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-26T20:35:40.788973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:40.789036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:40.793979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:40.795795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:40.796278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:40.797056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.797105] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.799918] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:40.858542] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-26T20:35:40.858625] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-1.57% (Conf=39.8611%)
[2025-12-26T20:35:40.858798] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-26T20:35:40.858843] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-26T20:35:40.860200] [INFO ] [main      ] Progress: 54/409 forecasts completed (13.2%). GPRK finished in 0.6s. ETA: 1m 1s. Rate: 351.14 forecasts/min
[2025-12-26T20:35:40.871616] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.871950] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-26
[2025-12-26T20:35:40.872567] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-26T20:35:40.872645] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-26T20:35:40.872995] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-26T20:35:40.873869] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:40.873931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:40.874695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:40.885677] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-26T20:35:40.885770] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=0.24% (Conf=45.348%)
[2025-12-26T20:35:40.886226] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-26T20:35:40.886292] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-26T20:35:40.886658] [INFO ] [main      ] Progress: 55/409 forecasts completed (13.4%). BKD finished in 0.7s. ETA: 59.6s. Rate: 356.62 forecasts/min
[2025-12-26T20:35:40.903213] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:40.904159] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-26T20:35:40.904229] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-26T20:35:40.904274] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-26T20:35:40.905366] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:40.905466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:40.912265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:40.914702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:40.915371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:40.916293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:40.918084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:40.921393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:40.952996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:40.954962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:40.956185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:40.962639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.052139] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:41.148568] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.151127] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-26T20:35:41.151217] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-2.18% (Conf=64.9657%)
[2025-12-26T20:35:41.151791] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-26T20:35:41.151848] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-26T20:35:41.152661] [INFO ] [main      ] Progress: 56/409 forecasts completed (13.7%). ANDE finished in 0.7s. ETA: 1m 0s. Rate: 352.96 forecasts/min
[2025-12-26T20:35:41.164497] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:41.165690] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-26T20:35:41.165756] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-26T20:35:41.165794] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-26T20:35:41.166871] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:41.166946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:41.169031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:41.169607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:41.171302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.294028] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.307526] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.324263] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:41.426146] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-26T20:35:41.426219] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=5.66% (Conf=62.9905%)
[2025-12-26T20:35:41.426385] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-26T20:35:41.426429] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-26T20:35:41.427663] [INFO ] [main      ] Progress: 57/409 forecasts completed (13.9%). NVD finished in 0.7s. ETA: 1m 0s. Rate: 349.18 forecasts/min
[2025-12-26T20:35:41.439460] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:41.440390] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-26T20:35:41.440455] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-26T20:35:41.440490] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-26T20:35:41.441368] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:41.441435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:41.446495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:41.448594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:41.449112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:41.480165] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:41.481257] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:41.531747] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.565026] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-26T20:35:41.565102] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=5.06% (Conf=63.2%)
[2025-12-26T20:35:41.565478] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-26T20:35:41.565533] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-26T20:35:41.565551] [INFO ] [main      ] Progress: 58/409 forecasts completed (14.2%). ERO finished in 0.7s. ETA: 1m 0s. Rate: 350.37 forecasts/min
[2025-12-26T20:35:41.567009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:41.569120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:41.574753] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-26T20:35:41.574820] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=58.0805%)
[2025-12-26T20:35:41.575195] [INFO ] [main      ] Progress: 59/409 forecasts completed (14.4%). KNTK finished in 0.7s. ETA: 59.0s. Rate: 356.06 forecasts/min
[2025-12-26T20:35:41.575322] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-26T20:35:41.575365] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-26T20:35:41.577522] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:41.578495] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-26T20:35:41.578549] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-26T20:35:41.578602] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-26T20:35:41.579512] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:41.579598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:41.584802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:41.586728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:41.587308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:41.587750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:41.588188] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:41.588491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:41.589194] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-26T20:35:41.589250] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-26T20:35:41.589282] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-26T20:35:41.589400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:41.590109] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:41.590168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:41.590743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:41.593109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.595306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.619485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:41.621099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:41.625212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:41.626648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.718808] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:41.816762] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-26T20:35:41.816854] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=4.29% (Conf=52.9485%)
[2025-12-26T20:35:41.817285] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-26T20:35:41.817349] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-26T20:35:41.818652] [INFO ] [main      ] Progress: 60/409 forecasts completed (14.7%). FG finished in 0.7s. ETA: 59.2s. Rate: 353.44 forecasts/min
[2025-12-26T20:35:41.831712] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:41.832730] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-26T20:35:41.832782] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-26T20:35:41.832814] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-26T20:35:41.833679] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:41.833741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:41.838743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:41.840659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:41.841185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:41.842154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:41.844755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:41.848047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:41.850905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:41.956340] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.970178] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-26
[2025-12-26T20:35:41.991517] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.128504] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.149743] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.160330] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.212188] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.238762] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-26T20:35:42.238831] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=2.68% (Conf=49.9748%)
[2025-12-26T20:35:42.239025] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-26T20:35:42.239073] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-26T20:35:42.239950] [INFO ] [main      ] Progress: 61/409 forecasts completed (14.9%). WMS finished in 0.7s. ETA: 1m 1s. Rate: 345.06 forecasts/min
[2025-12-26T20:35:42.252271] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.253428] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-26T20:35:42.253482] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-26T20:35:42.253513] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-26T20:35:42.254369] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-26T20:35:42.254446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:42.259343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:42.261225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:42.261750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:42.262182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:42.262587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:42.263330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:42.264145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:42.264913] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-26T20:35:42.264982] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=0.36% (Conf=48.4655%)
[2025-12-26T20:35:42.265348] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-26T20:35:42.265399] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-26T20:35:42.265663] [INFO ] [main      ] Progress: 62/409 forecasts completed (15.2%). RMBS finished in 0.7s. ETA: 59.5s. Rate: 349.87 forecasts/min
[2025-12-26T20:35:42.266431] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-26T20:35:42.266502] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=-2.29% (Conf=48.9122%)
[2025-12-26T20:35:42.266690] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-26T20:35:42.266737] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-26T20:35:42.266905] [INFO ] [main      ] Progress: 63/409 forecasts completed (15.4%). HY finished in 0.8s. ETA: 58.4s. Rate: 355.47 forecasts/min
[2025-12-26T20:35:42.266823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:42.277628] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.278480] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.279351] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-26T20:35:42.279400] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-26T20:35:42.279431] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-26T20:35:42.280263] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:42.280333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:42.280354] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-26T20:35:42.280417] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-26T20:35:42.280450] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-26T20:35:42.281342] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:42.281408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:42.285108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:42.285926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:42.286703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:42.289589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:42.290771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:42.292636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:42.293173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:42.294360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:42.296527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:42.378050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:42.380295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:42.383425] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.418454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:42.419537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:42.459862] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-26T20:35:42.459932] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-0.24% (Conf=74.5298%)
[2025-12-26T20:35:42.460296] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-26T20:35:42.460357] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-26T20:35:42.460651] [INFO ] [main      ] Progress: 64/409 forecasts completed (15.6%). NAVI finished in 0.6s. ETA: 58.4s. Rate: 354.65 forecasts/min
[2025-12-26T20:35:42.462129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:42.462997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:42.464249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:42.472513] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.473472] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-26T20:35:42.473526] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-26T20:35:42.473558] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-26T20:35:42.474359] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:42.474416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:42.475313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:42.477780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:42.478937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:42.538750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:42.539670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:42.541509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:42.544376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:42.545455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:42.547444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:42.548255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:42.552714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:42.553900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:42.555211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:42.556773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:42.559695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:42.560345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:42.561054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:42.622411] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.663976] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.789001] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.828706] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.833588] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:42.875603] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-26T20:35:42.875671] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=3.90% (Conf=53.3767%)
[2025-12-26T20:35:42.875835] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-26T20:35:42.875879] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-26T20:35:42.877671] [INFO ] [main      ] Progress: 65/409 forecasts completed (15.9%). SCSC finished in 0.6s. ETA: 59.5s. Rate: 346.84 forecasts/min
[2025-12-26T20:35:42.887137] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.888029] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-26T20:35:42.888080] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-26T20:35:42.888111] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-26T20:35:42.888928] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:42.888992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:42.890729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:42.891229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:42.891635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:42.892365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:42.894749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:42.895398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:42.897301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:42.906004] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-26
[2025-12-26T20:35:42.915078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:42.916373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:42.917894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:42.948956] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-26T20:35:42.949024] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.27% (Conf=20.0937%)
[2025-12-26T20:35:42.949183] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-26T20:35:42.949227] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-26T20:35:42.949970] [INFO ] [main      ] Progress: 66/409 forecasts completed (16.1%). EDF finished in 0.7s. ETA: 58.8s. Rate: 349.92 forecasts/min
[2025-12-26T20:35:42.959852] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:42.961474] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-26T20:35:42.961531] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-26T20:35:42.961563] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-26T20:35:42.962379] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:42.962438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:42.963170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:42.963762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:42.964502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:42.965906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.006664] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.074046] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.085470] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-26T20:35:43.085541] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=50.7922%)
[2025-12-26T20:35:43.085913] [INFO ] [main      ] Progress: 67/409 forecasts completed (16.4%). PWP finished in 0.6s. ETA: 58.5s. Rate: 351.01 forecasts/min
[2025-12-26T20:35:43.086040] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-26T20:35:43.086085] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-26T20:35:43.097469] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.098532] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-26T20:35:43.098624] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-26T20:35:43.098656] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-26T20:35:43.099471] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:43.099534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:43.107969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:43.109768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:43.110232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:43.148280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:43.152679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:43.153854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:43.162293] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-26T20:35:43.162361] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-26T20:35:43.162525] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-26T20:35:43.162586] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-26T20:35:43.162883] [INFO ] [main      ] Progress: 68/409 forecasts completed (16.6%). BUXX finished in 0.9s. ETA: 57.8s. Rate: 353.87 forecasts/min
[2025-12-26T20:35:43.173465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.174774] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.175860] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-26T20:35:43.175918] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-26T20:35:43.175951] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-26T20:35:43.176787] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:43.176849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:43.181703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:43.183452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:43.183940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:43.184756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:43.187072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:43.224752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:43.225966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:43.227691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.397007] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-26
[2025-12-26T20:35:43.417215] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-26
[2025-12-26T20:35:43.568378] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.587393] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.627003] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-26
[2025-12-26T20:35:43.664545] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-26
[2025-12-26T20:35:43.676827] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-26T20:35:43.676897] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=32.5049%)
[2025-12-26T20:35:43.677252] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-26T20:35:43.677305] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-26T20:35:43.677661] [INFO ] [main      ] Progress: 69/409 forecasts completed (16.9%). AVAL finished in 0.7s. ETA: 59.3s. Rate: 343.73 forecasts/min
[2025-12-26T20:35:43.688494] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.689655] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-26T20:35:43.689711] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-26T20:35:43.689741] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-26T20:35:43.690591] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:43.690651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:43.691775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:43.697681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.730423] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-26T20:35:43.730864] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=46.2004%)
[2025-12-26T20:35:43.731022] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-26T20:35:43.731065] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-26T20:35:43.732831] [INFO ] [main      ] Progress: 70/409 forecasts completed (17.1%). BPYPO finished in 0.9s. ETA: 58.6s. Rate: 347.12 forecasts/min
[2025-12-26T20:35:43.744860] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.745694] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-26T20:35:43.745751] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-26T20:35:43.745782] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-26T20:35:43.746604] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:43.746669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:43.751472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:43.752811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:43.754831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:43.759207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:43.760830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:43.761536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:43.763253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:43.763738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:43.764850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:43.766871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.804252] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.835793] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:43.880953] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-26T20:35:43.881021] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=8.17% (Conf=39.4929%)
[2025-12-26T20:35:43.881363] [INFO ] [main      ] Progress: 71/409 forecasts completed (17.4%). INTZ finished in 0.8s. ETA: 58.3s. Rate: 347.81 forecasts/min
[2025-12-26T20:35:43.881486] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-26T20:35:43.881529] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-26T20:35:43.893231] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.894236] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-26T20:35:43.894286] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-26T20:35:43.894326] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-26T20:35:43.895133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:43.895193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:43.900052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:43.901399] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-26T20:35:43.901465] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=45.9679%)
[2025-12-26T20:35:43.901656] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-26T20:35:43.901703] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-26T20:35:43.902152] [INFO ] [main      ] Progress: 72/409 forecasts completed (17.6%). NMAI finished in 0.7s. ETA: 57.4s. Rate: 352.11 forecasts/min
[2025-12-26T20:35:43.901866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:43.902843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:43.905192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:43.913319] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:43.914412] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-26T20:35:43.914464] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-26T20:35:43.914496] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-26T20:35:43.915310] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:43.915369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:43.920333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:43.922121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:43.953242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.040066] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.113409] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.209226] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.263536] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.280786] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.289892] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.302172] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-26T20:35:44.302242] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-3.48% (Conf=50.4812%)
[2025-12-26T20:35:44.302615] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-26T20:35:44.302666] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-26T20:35:44.302655] [INFO ] [main      ] Progress: 73/409 forecasts completed (17.8%). MBX finished in 0.6s. ETA: 58.3s. Rate: 345.71 forecasts/min
[2025-12-26T20:35:44.313793] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.315114] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-26T20:35:44.315166] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-26T20:35:44.315197] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-26T20:35:44.316012] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:44.316071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:44.320883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:44.322609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.362162] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-26T20:35:44.362238] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=43.0879%)
[2025-12-26T20:35:44.362404] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-26T20:35:44.362447] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-26T20:35:44.365656] [INFO ] [main      ] Progress: 74/409 forecasts completed (18.1%). NWSA finished in 0.6s. ETA: 57.6s. Rate: 348.71 forecasts/min
[2025-12-26T20:35:44.373886] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.374958] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-26T20:35:44.375011] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-26T20:35:44.375042] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-26T20:35:44.375842] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:44.375912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:44.384379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:44.386224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:44.386740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:44.387628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.434924] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.465351] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.545348] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-26T20:35:44.545416] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=47.3298%)
[2025-12-26T20:35:44.545594] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-26T20:35:44.545639] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-26T20:35:44.546042] [INFO ] [main      ] Progress: 75/409 forecasts completed (18.3%). PVH finished in 0.6s. ETA: 57.5s. Rate: 348.49 forecasts/min
[2025-12-26T20:35:44.557551] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.558507] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-26T20:35:44.558557] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-26T20:35:44.558608] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-26T20:35:44.559416] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:44.559477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:44.561327] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-26T20:35:44.561391] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-3.62% (Conf=52.3208%)
[2025-12-26T20:35:44.561780] [INFO ] [main      ] Progress: 76/409 forecasts completed (18.6%). BYRN finished in 0.7s. ETA: 56.6s. Rate: 352.71 forecasts/min
[2025-12-26T20:35:44.561910] [INFO ] [main      ] Fetching symbol history for OGI...
[2025-12-26T20:35:44.561953] [DEBUG] [REMOTE    ] OGI: Fetching historical data.
[2025-12-26T20:35:44.564343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:44.566165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:44.566689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:44.567131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:44.567524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:44.568758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.573602] [DEBUG] [REMOTE    ] OGI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.574728] [DEBUG] [LOCAL     ] Loaded configuration for OGI: 11 features, N/A% accuracy
[2025-12-26T20:35:44.574789] [INFO ] [LOCAL     ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config
[2025-12-26T20:35:44.574821] [DEBUG] [MAG       ] Building data for symbol: OGI with lookback: 0
[2025-12-26T20:35:44.575635] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-26T20:35:44.575700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:44.577367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:44.577889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:44.578270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:44.579170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:44.596153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:44.596662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:44.597676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:44.599295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:44.600306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:44.601012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:44.602462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.666930] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.721662] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.838634] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.888159] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:44.909759] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.939632] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-26T20:35:44.939700] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=50.0981%)
[2025-12-26T20:35:44.940138] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-26T20:35:44.940190] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-26T20:35:44.940677] [INFO ] [main      ] Progress: 77/409 forecasts completed (18.8%). GL finished in 0.6s. ETA: 57.4s. Rate: 347.17 forecasts/min
[2025-12-26T20:35:44.941070] [DEBUG] [MAG       ] OGI: Last date is validated at 2025-12-26
[2025-12-26T20:35:44.950970] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.951766] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-26T20:35:44.951818] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-26T20:35:44.951850] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-26T20:35:44.952693] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:44.952757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:44.957876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:44.958369] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-26T20:35:44.958438] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=58.7518%)
[2025-12-26T20:35:44.958614] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-26T20:35:44.958660] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-26T20:35:44.959621] [INFO ] [main      ] Progress: 78/409 forecasts completed (19.1%). FOLD finished in 0.6s. ETA: 56.6s. Rate: 351.18 forecasts/min
[2025-12-26T20:35:44.960158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:44.960706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:44.961158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:44.961561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:44.962509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:44.964938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:44.966994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:44.970806] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:44.971886] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-26T20:35:44.971939] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-26T20:35:44.971971] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-26T20:35:44.972780] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:44.972854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:44.977691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:44.979486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:44.980144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:44.980681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:44.981569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:44.982240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:44.987071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:44.988386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:44.989082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.087074] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.113653] [DEBUG] [MAG       ] OGI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.253327] [INFO ] [LOCAL     ] OGI: Saved forecast.
[2025-12-26T20:35:45.253410] [INFO ] [main      ] OGI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.8721%)
[2025-12-26T20:35:45.253654] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-26T20:35:45.253711] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-26T20:35:45.254511] [INFO ] [main      ] Progress: 79/409 forecasts completed (19.3%). OGI finished in 0.7s. ETA: 56.9s. Rate: 347.98 forecasts/min
[2025-12-26T20:35:45.265621] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.266615] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-26T20:35:45.266667] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-26T20:35:45.266697] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-26T20:35:45.267531] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:45.267608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:45.272537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:45.273374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:45.275661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.289798] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-26T20:35:45.289874] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=52.3278%)
[2025-12-26T20:35:45.290050] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-26T20:35:45.290096] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-26T20:35:45.291656] [INFO ] [main      ] Progress: 80/409 forecasts completed (19.6%). AZO finished in 0.7s. ETA: 56.2s. Rate: 351.43 forecasts/min
[2025-12-26T20:35:45.302920] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.303696] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-26T20:35:45.303758] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-26T20:35:45.303793] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-26T20:35:45.304645] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:45.304706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:45.307124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:45.307999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:45.309964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:45.312350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.319454] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-26
[2025-12-26T20:35:45.329475] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-26
[2025-12-26T20:35:45.487418] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.496841] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.576488] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-26T20:35:45.576558] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-1.83% (Conf=46.8873%)
[2025-12-26T20:35:45.576752] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-26T20:35:45.576797] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-26T20:35:45.578253] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-26T20:35:45.578322] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=43.6654%)
[2025-12-26T20:35:45.578618] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-26T20:35:45.578671] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-26T20:35:45.578697] [INFO ] [main      ] Progress: 81/409 forecasts completed (19.8%). CTRA finished in 0.6s. ETA: 56.5s. Rate: 348.50 forecasts/min
[2025-12-26T20:35:45.578896] [INFO ] [main      ] Progress: 82/409 forecasts completed (20.0%). OBK finished in 0.6s. ETA: 55.6s. Rate: 352.80 forecasts/min
[2025-12-26T20:35:45.588269] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.589334] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-26T20:35:45.589315] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.589398] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-26T20:35:45.589429] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-26T20:35:45.589995] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-26T20:35:45.590048] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-26T20:35:45.590078] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-26T20:35:45.590264] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:35:45.590854] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:45.590915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:45.595807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:45.597622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:45.598103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:45.598492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:45.601343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:45.602432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.629861] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-26
[2025-12-26T20:35:45.655762] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-26
[2025-12-26T20:35:45.803864] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.825602] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:45.859374] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-26T20:35:45.859448] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-26T20:35:45.859845] [INFO ] [main      ] Progress: 83/409 forecasts completed (20.3%). PHK finished in 0.6s. ETA: 55.9s. Rate: 350.05 forecasts/min
[2025-12-26T20:35:45.859982] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-26T20:35:45.860027] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-26T20:35:45.872120] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.873098] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-26T20:35:45.873150] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-26T20:35:45.873181] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-26T20:35:45.874057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:45.874118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:45.882759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:45.884687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:45.885161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:45.885539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.907360] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-26T20:35:45.907428] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=56.2886%)
[2025-12-26T20:35:45.907805] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-26T20:35:45.907855] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-26T20:35:45.908659] [INFO ] [main      ] Progress: 84/409 forecasts completed (20.5%). LQDA finished in 0.6s. ETA: 55.2s. Rate: 353.05 forecasts/min
[2025-12-26T20:35:45.919336] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:45.920375] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-26T20:35:45.920429] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-26T20:35:45.920462] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-26T20:35:45.921262] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:45.921323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:45.926204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:45.928023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:45.928505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:45.928991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:45.929419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:45.934166] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-26
[2025-12-26T20:35:45.955682] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.122196] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.135664] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.179356] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-26T20:35:46.179443] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=39.6219%)
[2025-12-26T20:35:46.179999] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-26T20:35:46.180056] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-26T20:35:46.180688] [INFO ] [main      ] Progress: 85/409 forecasts completed (20.8%). FUND finished in 0.6s. ETA: 55.5s. Rate: 350.58 forecasts/min
[2025-12-26T20:35:46.193827] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.195615] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-26T20:35:46.195678] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-26T20:35:46.195712] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-26T20:35:46.197067] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:46.197144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:46.201000] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-26T20:35:46.201073] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=42.0612%)
[2025-12-26T20:35:46.201469] [INFO ] [main      ] Progress: 86/409 forecasts completed (21.0%). DOUG finished in 0.6s. ETA: 54.7s. Rate: 354.19 forecasts/min
[2025-12-26T20:35:46.201713] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-26T20:35:46.201770] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-26T20:35:46.202334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:46.204388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:46.205021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:46.205509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:46.208054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:46.209182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:46.210321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:46.213568] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.214325] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-26T20:35:46.214375] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-26T20:35:46.214409] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-26T20:35:46.215222] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:46.215294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:46.220407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:46.222273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:46.222790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:46.223192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:46.237564] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.277595] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.414450] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.448773] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.471239] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-26T20:35:46.471322] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.9091%)
[2025-12-26T20:35:46.471825] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-26T20:35:46.471898] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-26T20:35:46.472668] [INFO ] [main      ] Progress: 87/409 forecasts completed (21.3%). LMBS finished in 0.6s. ETA: 54.9s. Rate: 351.76 forecasts/min
[2025-12-26T20:35:46.483625] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.484746] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-26T20:35:46.484824] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-26T20:35:46.484857] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-26T20:35:46.485749] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:46.485815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:46.487601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:46.488111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:46.488540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:46.489429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:46.492170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:46.523248] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-26T20:35:46.523336] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-3.46% (Conf=44.465%)
[2025-12-26T20:35:46.523887] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-26T20:35:46.523944] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-26T20:35:46.524648] [INFO ] [main      ] Progress: 88/409 forecasts completed (21.5%). DVAX finished in 0.6s. ETA: 54.3s. Rate: 354.57 forecasts/min
[2025-12-26T20:35:46.536197] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.537369] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-26T20:35:46.538928] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-26T20:35:46.538975] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-26T20:35:46.539930] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:46.539995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:46.546987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:46.548986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:46.549525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:46.550024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:46.552613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:46.554456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:46.555645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:46.574100] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.580568] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.744150] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.764117] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:46.803970] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-26T20:35:46.804040] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=62.9904%)
[2025-12-26T20:35:46.804379] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-26T20:35:46.804444] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-26T20:35:46.806799] [INFO ] [main      ] Progress: 89/409 forecasts completed (21.8%). VTEX finished in 0.6s. ETA: 54.6s. Rate: 351.93 forecasts/min
[2025-12-26T20:35:46.816265] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.817332] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-26T20:35:46.817399] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-26T20:35:46.817445] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-26T20:35:46.818442] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:46.818511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:46.819376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:46.820456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:46.821246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:46.843489] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.864590] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-26T20:35:46.864678] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=56.334%)
[2025-12-26T20:35:46.864860] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-26T20:35:46.864905] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-26T20:35:46.865927] [INFO ] [main      ] Progress: 90/409 forecasts completed (22.0%). CECO finished in 0.7s. ETA: 54.0s. Rate: 354.50 forecasts/min
[2025-12-26T20:35:46.876623] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:46.878452] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-26T20:35:46.878504] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-26T20:35:46.878535] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-26T20:35:46.879415] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:46.879480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:46.910841] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-26
[2025-12-26T20:35:46.919036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:46.968281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:46.969693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:46.970364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.047730] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.086868] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.149526] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-26T20:35:47.149610] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=61.4885%)
[2025-12-26T20:35:47.150000] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-26T20:35:47.150059] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-26T20:35:47.150660] [INFO ] [main      ] Progress: 91/409 forecasts completed (22.2%). LGIH finished in 0.7s. ETA: 54.2s. Rate: 351.86 forecasts/min
[2025-12-26T20:35:47.162063] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.163121] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-26T20:35:47.163173] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-26T20:35:47.163204] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-26T20:35:47.164080] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:47.164139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:47.169168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.178489] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-26
[2025-12-26T20:35:47.216041] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-26T20:35:47.216111] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=39.2888%)
[2025-12-26T20:35:47.216590] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-26T20:35:47.216643] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-26T20:35:47.216641] [INFO ] [main      ] Progress: 92/409 forecasts completed (22.5%). MSGS finished in 0.7s. ETA: 53.7s. Rate: 354.22 forecasts/min
[2025-12-26T20:35:47.228763] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.229740] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-26T20:35:47.229794] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-26T20:35:47.229825] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-26T20:35:47.230651] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:47.230723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:47.235600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:47.236608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:47.240883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.310228] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-26
[2025-12-26T20:35:47.346822] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.448699] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-26T20:35:47.448768] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=61.0506%)
[2025-12-26T20:35:47.448965] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-26T20:35:47.449011] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-26T20:35:47.450252] [INFO ] [main      ] Progress: 93/409 forecasts completed (22.7%). BLBD finished in 0.6s. ETA: 53.7s. Rate: 352.78 forecasts/min
[2025-12-26T20:35:47.460977] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.462091] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-26T20:35:47.462143] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-26T20:35:47.462173] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-26T20:35:47.463033] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:47.463095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:47.468018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:47.469959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:47.470466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:47.470921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:47.471309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:47.473744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:47.481812] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.514542] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-26
[2025-12-26T20:35:47.516448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:47.520618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:47.521926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.542740] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-26T20:35:47.542827] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=54.6938%)
[2025-12-26T20:35:47.543003] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-26T20:35:47.543049] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-26T20:35:47.544681] [INFO ] [main      ] Progress: 94/409 forecasts completed (23.0%). BDN finished in 0.7s. ETA: 53.3s. Rate: 354.46 forecasts/min
[2025-12-26T20:35:47.555480] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.556440] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-26T20:35:47.556497] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-26T20:35:47.556539] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-26T20:35:47.557481] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:47.557542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:47.559268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:47.559829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:47.560634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:47.582415] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-26
[2025-12-26T20:35:47.679092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.690371] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.744361] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-26T20:35:47.744434] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=43.918%)
[2025-12-26T20:35:47.744884] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-26T20:35:47.744937] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-26T20:35:47.745662] [INFO ] [main      ] Progress: 95/409 forecasts completed (23.2%). VOC finished in 0.6s. ETA: 53.3s. Rate: 353.76 forecasts/min
[2025-12-26T20:35:47.756365] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:47.756743] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.757729] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-26T20:35:47.757779] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-26T20:35:47.757811] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-26T20:35:47.758605] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:47.758663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:47.763649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:47.764731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:47.828065] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-26T20:35:47.828140] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-26.19% (Conf=36.7107%)
[2025-12-26T20:35:47.828660] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-26T20:35:47.828713] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-26T20:35:47.829619] [INFO ] [main      ] Progress: 96/409 forecasts completed (23.5%). HWH finished in 0.6s. ETA: 52.8s. Rate: 355.63 forecasts/min
[2025-12-26T20:35:47.840171] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:47.841301] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-26T20:35:47.841359] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-26T20:35:47.841391] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-26T20:35:47.842182] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:47.842242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:47.847047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:47.848836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:47.877624] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-26
[2025-12-26T20:35:47.897523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:47.898289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:47.899540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:48.029425] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-26
[2025-12-26T20:35:48.049417] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.139536] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-26
[2025-12-26T20:35:48.205030] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.240957] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-26
[2025-12-26T20:35:48.264207] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-26T20:35:48.264283] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=63.6148%)
[2025-12-26T20:35:48.264697] [INFO ] [main      ] Progress: 97/409 forecasts completed (23.7%). AXON finished in 0.8s. ETA: 53.5s. Rate: 349.94 forecasts/min
[2025-12-26T20:35:48.264832] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-26T20:35:48.264875] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-26T20:35:48.276101] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:48.277038] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-26T20:35:48.277089] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-26T20:35:48.277120] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-26T20:35:48.277942] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-26T20:35:48.278038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:48.283027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:48.284853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:48.285354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:48.285838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:48.286225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:48.286973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:48.287770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:48.290232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:48.314739] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.345977] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-26T20:35:48.346050] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=55.416%)
[2025-12-26T20:35:48.346257] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-26T20:35:48.346303] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-26T20:35:48.346899] [INFO ] [main      ] Progress: 98/409 forecasts completed (24.0%). ARES finished in 0.8s. ETA: 53.0s. Rate: 351.81 forecasts/min
[2025-12-26T20:35:48.358808] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:48.359736] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-26T20:35:48.359792] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-26T20:35:48.359824] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-26T20:35:48.360689] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:48.360759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:48.365639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:48.400246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:48.402102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:48.402747] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-26T20:35:48.402816] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=61.5086%)
[2025-12-26T20:35:48.403238] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-26T20:35:48.403293] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-26T20:35:48.403638] [INFO ] [main      ] Progress: 99/409 forecasts completed (24.2%). ATRO finished in 0.7s. ETA: 52.5s. Rate: 354.19 forecasts/min
[2025-12-26T20:35:48.405867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:48.406888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:48.415708] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:48.416729] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-26T20:35:48.416782] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-26T20:35:48.416814] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-26T20:35:48.417645] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:48.417709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:48.422794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:48.424370] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.424693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:48.425194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:48.426142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:48.428640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:48.430299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:48.440311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:48.441331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:48.487156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:48.488209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:48.489511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:48.564502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:48.565556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:48.567448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:48.570434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:48.571553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:48.573513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:48.574251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:48.578593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:48.579806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:48.581165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:48.582687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:48.585547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:48.586214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:48.586958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:48.589015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:48.590088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:35:48.590841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:48.591520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-26T20:35:48.592223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:48.594966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:48.596597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:48.599148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:35:48.601375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:48.605322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:48.623350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:48.624546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:48.626228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:48.626997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:48.628688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:48.630313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:35:48.631259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:48.631643] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-26T20:35:48.631716] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-5.98% (Conf=47.1878%)
[2025-12-26T20:35:48.632234] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-26T20:35:48.632288] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-26T20:35:48.632567] [INFO ] [main      ] Progress: 100/409 forecasts completed (24.4%). APLD finished in 0.8s. ETA: 52.5s. Rate: 352.95 forecasts/min
[2025-12-26T20:35:48.632444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:48.635335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:35:48.636904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:48.638720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:48.652606] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:48.653613] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-26T20:35:48.653684] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-26T20:35:48.653731] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-26T20:35:48.654867] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:48.654941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:48.655831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:48.701654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:35:48.702779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:48.764408] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-26
[2025-12-26T20:35:48.779102] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-26
[2025-12-26T20:35:48.940800] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.950587] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:48.985914] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.066832] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.071797] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-26T20:35:49.071894] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=70.1827%)
[2025-12-26T20:35:49.072372] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-26T20:35:49.072434] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-26T20:35:49.072666] [INFO ] [main      ] Progress: 101/409 forecasts completed (24.7%). NFLX finished in 0.7s. ETA: 53.2s. Rate: 347.49 forecasts/min
[2025-12-26T20:35:49.076091] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-26T20:35:49.076159] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=65.5309%)
[2025-12-26T20:35:49.076604] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-26T20:35:49.076668] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-26T20:35:49.077249] [INFO ] [main      ] Progress: 102/409 forecasts completed (24.9%). ABG finished in 0.7s. ETA: 52.5s. Rate: 350.84 forecasts/min
[2025-12-26T20:35:49.087137] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.088355] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-26T20:35:49.088426] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-26T20:35:49.088467] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-26T20:35:49.088437] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.089292] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-26T20:35:49.089361] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-26T20:35:49.089400] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-26T20:35:49.089547] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:49.090246] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:49.090312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:49.092113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:49.092690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:49.093108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:49.094026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:49.089887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:49.137508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:49.141505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:49.143061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:49.145232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:49.147004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:49.149005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:49.157612] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.243717] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.304171] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-26T20:35:49.304265] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=49.4114%)
[2025-12-26T20:35:49.304737] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-26T20:35:49.304791] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-26T20:35:49.305901] [INFO ] [main      ] Progress: 103/409 forecasts completed (25.2%). KPRX finished in 0.7s. ETA: 52.5s. Rate: 349.69 forecasts/min
[2025-12-26T20:35:49.317062] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.318284] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-26T20:35:49.318337] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-26T20:35:49.318377] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-26T20:35:49.319314] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:35:49.408340] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-26T20:35:49.408406] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-26T20:35:49.408811] [INFO ] [main      ] Progress: 104/409 forecasts completed (25.4%). TBIL finished in 1.1s. ETA: 52.1s. Rate: 351.04 forecasts/min
[2025-12-26T20:35:49.408992] [INFO ] [main      ] Fetching symbol history for QVAL...
[2025-12-26T20:35:49.409039] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2025-12-26T20:35:49.419818] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.420977] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2025-12-26T20:35:49.421028] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2025-12-26T20:35:49.421059] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2025-12-26T20:35:49.421862] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:49.421921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:49.426786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:49.428613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:49.429124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:49.429926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:49.482654] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.509333] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.655119] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.664771] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.682039] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.777266] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-26
[2025-12-26T20:35:49.792112] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-26T20:35:49.792178] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=52.7203%)
[2025-12-26T20:35:49.792544] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-26T20:35:49.792612] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-26T20:35:49.793649] [INFO ] [main      ] Progress: 105/409 forecasts completed (25.7%). LII finished in 0.7s. ETA: 52.6s. Rate: 346.91 forecasts/min
[2025-12-26T20:35:49.803881] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.804878] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-26T20:35:49.804931] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-26T20:35:49.804963] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-26T20:35:49.805757] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:49.805830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:49.810684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:49.811518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:49.812141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:49.814893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:49.816505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:49.837219] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.839943] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-26T20:35:49.840015] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=52.6877%)
[2025-12-26T20:35:49.840182] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-26T20:35:49.840232] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-26T20:35:49.841643] [INFO ] [main      ] Progress: 106/409 forecasts completed (25.9%). DHIL finished in 0.8s. ETA: 52.0s. Rate: 349.29 forecasts/min
[2025-12-26T20:35:49.852306] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.853226] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-26T20:35:49.853276] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-26T20:35:49.853308] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-26T20:35:49.854134] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:49.854194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:49.859050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:49.860959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:49.861462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:49.862244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:49.862939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:49.864470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:49.899933] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-26T20:35:49.900001] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=4.19% (Conf=44.9433%)
[2025-12-26T20:35:49.900355] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-26T20:35:49.900409] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-26T20:35:49.900660] [INFO ] [main      ] Progress: 107/409 forecasts completed (26.2%). AFYA finished in 0.6s. ETA: 51.6s. Rate: 351.44 forecasts/min
[2025-12-26T20:35:49.912188] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:49.913296] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-26T20:35:49.916907] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-26T20:35:49.916949] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-26T20:35:49.917851] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:49.917916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:49.919735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:49.920275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:49.920732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:49.921680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:49.953922] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:49.962051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.031742] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2025-12-26T20:35:50.031809] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=53.9553%)
[2025-12-26T20:35:50.032194] [INFO ] [main      ] Progress: 108/409 forecasts completed (26.4%). QVAL finished in 0.6s. ETA: 51.3s. Rate: 352.19 forecasts/min
[2025-12-26T20:35:50.032393] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-26T20:35:50.032450] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-26T20:35:50.043507] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:50.044669] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-26T20:35:50.044725] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-26T20:35:50.044757] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-26T20:35:50.045612] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:50.045684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:50.047411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:50.047955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:50.048409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:50.048841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:50.049859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:50.052866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:50.053976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:50.055697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.162852] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.209098] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.322126] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.332856] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:50.379568] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:50.399676] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-26T20:35:50.399749] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=3.43% (Conf=43.5711%)
[2025-12-26T20:35:50.400241] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-26T20:35:50.400294] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-26T20:35:50.400685] [INFO ] [main      ] Progress: 109/409 forecasts completed (26.7%). SNGX finished in 0.6s. ETA: 51.7s. Rate: 348.47 forecasts/min
[2025-12-26T20:35:50.411620] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:50.412608] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-26T20:35:50.412660] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-26T20:35:50.412691] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-26T20:35:50.413476] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:50.413547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:50.413749] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.418379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:50.420281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:50.420818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:50.421202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:50.423999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:50.424683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.453387] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-26T20:35:50.453467] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-5.77% (Conf=55.7376%)
[2025-12-26T20:35:50.453652] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-26T20:35:50.453696] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-26T20:35:50.455690] [INFO ] [main      ] Progress: 110/409 forecasts completed (26.9%). WKSP finished in 0.6s. ETA: 51.2s. Rate: 350.64 forecasts/min
[2025-12-26T20:35:50.465364] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:50.467975] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-26T20:35:50.468027] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-26T20:35:50.468058] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-26T20:35:50.468921] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:50.468988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:50.473857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:50.488628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.493699] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:50.552393] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-26T20:35:50.552484] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=55.8641%)
[2025-12-26T20:35:50.552897] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-26T20:35:50.552951] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-26T20:35:50.553659] [INFO ] [main      ] Progress: 111/409 forecasts completed (27.1%). GBAB finished in 0.7s. ETA: 50.8s. Rate: 352.00 forecasts/min
[2025-12-26T20:35:50.565899] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:50.566838] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-26T20:35:50.566896] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-26T20:35:50.566929] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-26T20:35:50.567758] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:50.567821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:50.569745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:50.570410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:50.570972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:50.572332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:50.574175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.589012] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:50.656651] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-26T20:35:50.656737] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=58.3957%)
[2025-12-26T20:35:50.657128] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-26T20:35:50.657181] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-26T20:35:50.658661] [INFO ] [main      ] Progress: 112/409 forecasts completed (27.4%). GECC finished in 0.6s. ETA: 50.5s. Rate: 353.21 forecasts/min
[2025-12-26T20:35:50.669047] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:50.670759] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-26T20:35:50.670814] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-26T20:35:50.670847] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-26T20:35:50.671696] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:50.671760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:50.673486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:50.674060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:50.674487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:50.675269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:50.676957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:50.755936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:50.757230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:50.757988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:50.780938] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.830710] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.925309] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-26
[2025-12-26T20:35:50.956325] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.002432] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.021970] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-26T20:35:51.022040] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=68.7642%)
[2025-12-26T20:35:51.022561] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-26T20:35:51.022639] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-26T20:35:51.022671] [INFO ] [main      ] Progress: 113/409 forecasts completed (27.6%). CELZ finished in 0.6s. ETA: 50.8s. Rate: 349.67 forecasts/min
[2025-12-26T20:35:51.034371] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.035338] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-26T20:35:51.035388] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-26T20:35:51.035421] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-26T20:35:51.036215] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:51.036275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:51.041190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:51.092437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:51.093466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:51.095933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:35:51.098457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.105469] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.107454] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-26
[2025-12-26T20:35:51.119299] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-26T20:35:51.119375] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=53.6793%)
[2025-12-26T20:35:51.119800] [INFO ] [main      ] Progress: 114/409 forecasts completed (27.9%). TRNS finished in 0.7s. ETA: 50.4s. Rate: 351.01 forecasts/min
[2025-12-26T20:35:51.119949] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-26T20:35:51.120001] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-26T20:35:51.131546] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.133469] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-26T20:35:51.133521] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-26T20:35:51.133552] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-26T20:35:51.134365] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:51.134439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:51.139476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:51.141370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:51.141908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:51.142293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:51.181007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:51.230753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:51.231618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:51.232320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:51.237951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.244635] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-26T20:35:51.244703] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=59.5514%)
[2025-12-26T20:35:51.245070] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-26T20:35:51.245120] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-26T20:35:51.245663] [INFO ] [main      ] Progress: 115/409 forecasts completed (28.1%). ALGN finished in 0.7s. ETA: 50.1s. Rate: 351.82 forecasts/min
[2025-12-26T20:35:51.256467] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.257564] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-26T20:35:51.257644] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-26T20:35:51.257677] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-26T20:35:51.258448] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:51.258506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:51.260316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:51.260886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:51.276357] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.301939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.352880] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-26T20:35:51.352950] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=49.0309%)
[2025-12-26T20:35:51.353325] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-26T20:35:51.353377] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-26T20:35:51.353653] [INFO ] [main      ] Progress: 116/409 forecasts completed (28.4%). CAAP finished in 0.7s. ETA: 49.8s. Rate: 352.93 forecasts/min
[2025-12-26T20:35:51.364719] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.365670] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-26T20:35:51.365732] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-26T20:35:51.365765] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-26T20:35:51.366601] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:51.366664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:51.367417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:51.368348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:51.369071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:51.369826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:51.370984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.461501] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-26
[2025-12-26T20:35:51.587327] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-26
[2025-12-26T20:35:51.638820] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.660328] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-26
[2025-12-26T20:35:51.706050] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-26T20:35:51.706126] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=60.5064%)
[2025-12-26T20:35:51.706607] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-26T20:35:51.706663] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-26T20:35:51.706664] [INFO ] [main      ] Progress: 117/409 forecasts completed (28.6%). CDXS finished in 0.7s. ETA: 50.1s. Rate: 349.72 forecasts/min
[2025-12-26T20:35:51.716150] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-26
[2025-12-26T20:35:51.718619] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.719746] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-26T20:35:51.719800] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-26T20:35:51.719833] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-26T20:35:51.720719] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-26T20:35:51.720785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:51.725873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:51.727762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:51.728254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:51.728678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:51.730476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:51.731281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:51.732504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:51.733166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:51.734822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:51.736830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:51.737959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.767956] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.845736] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.847990] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-26T20:35:51.848060] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=51.6858%)
[2025-12-26T20:35:51.848239] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-26T20:35:51.848282] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-26T20:35:51.848998] [INFO ] [main      ] Progress: 118/409 forecasts completed (28.9%). ROE finished in 0.7s. ETA: 49.9s. Rate: 350.22 forecasts/min
[2025-12-26T20:35:51.862349] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.863521] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-26T20:35:51.863592] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-26T20:35:51.863627] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-26T20:35:51.864422] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:51.864484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:51.865377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:51.867318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:51.867821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:51.868868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:51.870629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:51.871722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:51.872383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:51.893327] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:51.944022] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-26T20:35:51.944090] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=61.792%)
[2025-12-26T20:35:51.944252] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-26T20:35:51.944297] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-26T20:35:51.944885] [INFO ] [main      ] Progress: 119/409 forecasts completed (29.1%). MKC finished in 0.7s. ETA: 49.5s. Rate: 351.52 forecasts/min
[2025-12-26T20:35:51.955854] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:51.956724] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-26T20:35:51.956775] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-26T20:35:51.956806] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-26T20:35:51.957611] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:51.957673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:51.962801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:51.964765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:51.965256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:51.965726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:51.966130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:51.966948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:51.967971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-26T20:35:51.968695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:51.969866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:51.972037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.009167] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-26T20:35:52.009235] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=57.9642%)
[2025-12-26T20:35:52.009639] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-26T20:35:52.009690] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-26T20:35:52.009663] [INFO ] [main      ] Progress: 120/409 forecasts completed (29.3%). LHX finished in 0.7s. ETA: 49.1s. Rate: 353.35 forecasts/min
[2025-12-26T20:35:52.020927] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:52.021998] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-26T20:35:52.022052] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-26T20:35:52.022086] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-26T20:35:52.022916] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:52.022980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:52.027926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:52.029893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:52.030381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:52.030819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:52.081011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:52.082343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:52.086349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.095985] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.221305] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.266551] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:52.319513] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.359387] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-26T20:35:52.359470] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=63.0494%)
[2025-12-26T20:35:52.359834] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-26T20:35:52.359885] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-26T20:35:52.360829] [INFO ] [main      ] Progress: 121/409 forecasts completed (29.6%). STBA finished in 0.7s. ETA: 49.3s. Rate: 350.26 forecasts/min
[2025-12-26T20:35:52.371651] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:52.372520] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-26T20:35:52.372602] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-26T20:35:52.372636] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-26T20:35:52.373410] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:52.373471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:52.378226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:52.380056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:52.380562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:52.381024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:52.381428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:52.393793] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:52.419864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:52.420616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:52.421649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.429687] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.492279] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:52.495593] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-26T20:35:52.495664] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=50.0096%)
[2025-12-26T20:35:52.495825] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-26T20:35:52.495869] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-26T20:35:52.496961] [INFO ] [main      ] Progress: 122/409 forecasts completed (29.8%). FELE finished in 0.6s. ETA: 49.1s. Rate: 350.85 forecasts/min
[2025-12-26T20:35:52.507483] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:52.510361] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-26T20:35:52.510418] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-26T20:35:52.510450] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-26T20:35:52.511292] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:52.511354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:52.516131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:52.517911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:52.518387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:52.519336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:52.594501] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-26T20:35:52.594603] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=46.1566%)
[2025-12-26T20:35:52.594983] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-26T20:35:52.595035] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-26T20:35:52.595662] [INFO ] [main      ] Progress: 123/409 forecasts completed (30.1%). REVG finished in 0.7s. ETA: 48.7s. Rate: 352.06 forecasts/min
[2025-12-26T20:35:52.605624] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:52.606886] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:52.608008] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-26T20:35:52.608059] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-26T20:35:52.608090] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-26T20:35:52.608931] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:52.609025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:52.609938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:52.611711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:52.613689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.633988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:52.635521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.685008] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-26T20:35:52.685077] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=-3.73% (Conf=57.6498%)
[2025-12-26T20:35:52.685527] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-26T20:35:52.685598] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-26T20:35:52.685648] [INFO ] [main      ] Progress: 124/409 forecasts completed (30.3%). WULF finished in 0.7s. ETA: 48.4s. Rate: 353.40 forecasts/min
[2025-12-26T20:35:52.696186] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:52.697172] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-26T20:35:52.697223] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-26T20:35:52.697255] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-26T20:35:52.698064] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:35:52.698128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:52.703168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:52.705094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:52.705610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:52.706004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:52.706916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:52.709425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:52.710751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:52.711439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:52.763823] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.932182] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:52.955633] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-26
[2025-12-26T20:35:52.988374] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.055382] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.092771] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-26T20:35:53.092839] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=-87.04% (Conf=26.6091%)
[2025-12-26T20:35:53.093214] [INFO ] [main      ] Progress: 125/409 forecasts completed (30.6%). BIVI finished in 0.7s. ETA: 48.8s. Rate: 349.49 forecasts/min
[2025-12-26T20:35:53.093343] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-26T20:35:53.093387] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-26T20:35:53.105071] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.106229] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-26T20:35:53.106281] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-26T20:35:53.106312] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-26T20:35:53.107128] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:53.107186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:53.126759] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.183862] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.219339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:53.220464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:53.221274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.229439] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.245841] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-26T20:35:53.245914] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=46.9018%)
[2025-12-26T20:35:53.246080] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-26T20:35:53.246126] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-26T20:35:53.246952] [INFO ] [main      ] Progress: 126/409 forecasts completed (30.8%). IRTC finished in 0.7s. ETA: 48.5s. Rate: 349.78 forecasts/min
[2025-12-26T20:35:53.247316] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-26T20:35:53.247383] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=-5.73% (Conf=56.6456%)
[2025-12-26T20:35:53.247544] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-26T20:35:53.247626] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-26T20:35:53.248819] [INFO ] [main      ] Progress: 127/409 forecasts completed (31.1%). PLTK finished in 0.8s. ETA: 48.0s. Rate: 352.52 forecasts/min
[2025-12-26T20:35:53.257839] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.258983] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-26T20:35:53.259039] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-26T20:35:53.259071] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-26T20:35:53.259927] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:53.259986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:53.259935] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.260763] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-26T20:35:53.260828] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-26T20:35:53.260860] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-26T20:35:53.261825] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:53.261909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:53.265394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:53.266261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.267229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:53.269636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:53.270241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:53.311132] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-26T20:35:53.311201] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=13.70% (Conf=49.6462%)
[2025-12-26T20:35:53.311559] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-26T20:35:53.311630] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-26T20:35:53.311687] [INFO ] [main      ] Progress: 128/409 forecasts completed (31.3%). CHCI finished in 0.6s. ETA: 47.6s. Rate: 354.27 forecasts/min
[2025-12-26T20:35:53.322693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:53.323423] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.324463] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-26T20:35:53.324517] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-26T20:35:53.324558] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-26T20:35:53.325403] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:53.325464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:53.330509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:53.331377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:53.333224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.404609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:53.406086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:53.407934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:53.409096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:53.409888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.595773] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.614453] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.680543] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.767111] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.790292] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.792187] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-26
[2025-12-26T20:35:53.855138] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-26T20:35:53.855211] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=46.8559%)
[2025-12-26T20:35:53.855629] [INFO ] [main      ] Progress: 129/409 forecasts completed (31.5%). MCRB finished in 0.8s. ETA: 48.2s. Rate: 348.30 forecasts/min
[2025-12-26T20:35:53.855759] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-26T20:35:53.855803] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-26T20:35:53.856000] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:53.867386] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.868373] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-26T20:35:53.868425] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-26T20:35:53.868455] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-26T20:35:53.869301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:53.869361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:53.871135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:53.871697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:53.872652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:53.873618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:53.874607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.883180] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-26T20:35:53.883244] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=60.697%)
[2025-12-26T20:35:53.883641] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-26T20:35:53.883696] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-26T20:35:53.883628] [INFO ] [main      ] Progress: 130/409 forecasts completed (31.8%). TNL finished in 0.6s. ETA: 47.8s. Rate: 350.55 forecasts/min
[2025-12-26T20:35:53.896896] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.897754] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-26T20:35:53.897810] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-26T20:35:53.897842] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-26T20:35:53.898692] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:35:53.898762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:53.903971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:53.905906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:53.906471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:53.906922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:53.907731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:53.929067] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-26T20:35:53.929136] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=46.5563%)
[2025-12-26T20:35:53.929604] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-26T20:35:53.929658] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-26T20:35:53.929664] [INFO ] [main      ] Progress: 131/409 forecasts completed (32.0%). DCTH finished in 0.6s. ETA: 47.3s. Rate: 352.52 forecasts/min
[2025-12-26T20:35:53.941636] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:53.942450] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-26T20:35:53.942505] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-26T20:35:53.942535] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-26T20:35:53.943337] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:53.943397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:53.948234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:53.948252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:53.950102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:53.950551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:53.950608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:53.951405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:53.953872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:53.954857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.955096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:53.956223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:53.972108] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:54.072694] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-26T20:35:54.072770] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=50.9731%)
[2025-12-26T20:35:54.073139] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-26T20:35:54.073192] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-26T20:35:54.073658] [INFO ] [main      ] Progress: 132/409 forecasts completed (32.3%). RHI finished in 0.8s. ETA: 47.1s. Rate: 352.93 forecasts/min
[2025-12-26T20:35:54.085247] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:54.086189] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-26T20:35:54.086250] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-26T20:35:54.086284] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-26T20:35:54.087241] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:54.087326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:54.138760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:54.140188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:54.140993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:54.144257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:54.145023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:54.145736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:54.146420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:54.149500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:54.153940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:54.155211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:54.228096] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.308333] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.309351] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.408094] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:54.466387] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-26T20:35:54.466459] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=53.1095%)
[2025-12-26T20:35:54.467073] [INFO ] [main      ] Progress: 133/409 forecasts completed (32.5%). AMBP finished in 0.6s. ETA: 47.4s. Rate: 349.48 forecasts/min
[2025-12-26T20:35:54.467223] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-26T20:35:54.467268] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-26T20:35:54.479161] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:54.480216] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-26T20:35:54.480266] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-26T20:35:54.480298] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-26T20:35:54.481098] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:54.481175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:54.482328] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:54.482890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:54.483407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:54.483814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:54.486766] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:54.566369] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.566996] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-26T20:35:54.567065] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=58.0919%)
[2025-12-26T20:35:54.567541] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-26T20:35:54.567631] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-26T20:35:54.567621] [INFO ] [main      ] Progress: 134/409 forecasts completed (32.8%). CMP finished in 0.6s. ETA: 47.1s. Rate: 350.56 forecasts/min
[2025-12-26T20:35:54.579602] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:54.580937] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-26T20:35:54.581299] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-26T20:35:54.581333] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-26T20:35:54.582133] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:54.582193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:54.587421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:54.590084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:54.591553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:54.592878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:54.601843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:54.627243] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-26T20:35:54.627311] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=60.1177%)
[2025-12-26T20:35:54.627712] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-26T20:35:54.627773] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-26T20:35:54.629628] [INFO ] [main      ] Progress: 135/409 forecasts completed (33.0%). STLD finished in 0.7s. ETA: 46.7s. Rate: 352.23 forecasts/min
[2025-12-26T20:35:54.639896] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:54.641101] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-26T20:35:54.641163] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-26T20:35:54.641196] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-26T20:35:54.642063] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:35:54.642124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:54.642868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:54.643669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:54.644839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:54.645522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:54.750412] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:54.827184] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-26T20:35:54.827253] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=54.2765%)
[2025-12-26T20:35:54.827419] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-26T20:35:54.827461] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-26T20:35:54.828628] [INFO ] [main      ] Progress: 136/409 forecasts completed (33.3%). SHLS finished in 0.8s. ETA: 46.6s. Rate: 351.79 forecasts/min
[2025-12-26T20:35:54.839295] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:54.840406] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-26T20:35:54.840458] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-26T20:35:54.840488] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-26T20:35:54.841301] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:54.841360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:54.846161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:54.847856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:54.944046] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.987114] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-26
[2025-12-26T20:35:54.990672] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.121599] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.159124] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.165498] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.186022] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.226621] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-26T20:35:55.226691] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=67.6387%)
[2025-12-26T20:35:55.227038] [INFO ] [main      ] Progress: 137/409 forecasts completed (33.5%). ALZN finished in 0.8s. ETA: 46.8s. Rate: 348.40 forecasts/min
[2025-12-26T20:35:55.227163] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-26T20:35:55.227206] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-26T20:35:55.233759] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-26T20:35:55.233823] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=55.5928%)
[2025-12-26T20:35:55.234238] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-26T20:35:55.234290] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-26T20:35:55.234334] [INFO ] [main      ] Progress: 138/409 forecasts completed (33.7%). AIPI finished in 0.6s. ETA: 46.3s. Rate: 350.83 forecasts/min
[2025-12-26T20:35:55.239650] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.240377] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-26T20:35:55.240429] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-26T20:35:55.240845] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-26T20:35:55.241742] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:35:55.241826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.243255] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-26T20:35:55.243321] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=53.7544%)
[2025-12-26T20:35:55.243722] [INFO ] [main      ] Progress: 139/409 forecasts completed (34.0%). PNFP finished in 0.7s. ETA: 45.9s. Rate: 353.23 forecasts/min
[2025-12-26T20:35:55.243845] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-26T20:35:55.243887] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-26T20:35:55.246827] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.247133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:55.247806] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-26T20:35:55.247858] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-26T20:35:55.247889] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-26T20:35:55.248053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:55.248706] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:55.248766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.249913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:55.250447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:55.251611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:55.253637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:35:55.253699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:55.255870] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.255946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:55.256422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:55.256837] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-26T20:35:55.256868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:55.256893] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-26T20:35:55.256901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.256925] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-26T20:35:55.257774] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:55.257836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.262922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:55.265448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:55.267167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:55.296238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:55.297173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.328089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:55.329632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.383956] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.503772] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-26T20:35:55.503840] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=57.9484%)
[2025-12-26T20:35:55.504229] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-26T20:35:55.504280] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-26T20:35:55.505651] [INFO ] [main      ] Progress: 140/409 forecasts completed (34.2%). MATX finished in 0.7s. ETA: 45.9s. Rate: 351.87 forecasts/min
[2025-12-26T20:35:55.516156] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.517340] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-26T20:35:55.517395] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-26T20:35:55.517453] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-26T20:35:55.518482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:55.518544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.526259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:55.527296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:55.528150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:55.529290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.605360] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.660755] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.672002] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.777958] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.837055] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.841807] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:55.854969] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-26T20:35:55.855036] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=54.9689%)
[2025-12-26T20:35:55.855381] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-26T20:35:55.855431] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-26T20:35:55.856643] [INFO ] [main      ] Progress: 141/409 forecasts completed (34.5%). VSTS finished in 0.6s. ETA: 46.0s. Rate: 349.25 forecasts/min
[2025-12-26T20:35:55.867020] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-26
[2025-12-26T20:35:55.867273] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.868131] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-26T20:35:55.868188] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-26T20:35:55.868219] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-26T20:35:55.869095] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:55.869154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:55.873188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:55.879056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.909622] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-26T20:35:55.909693] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=59.8228%)
[2025-12-26T20:35:55.909864] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-26T20:35:55.909909] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-26T20:35:55.911094] [INFO ] [main      ] Progress: 142/409 forecasts completed (34.7%). OCSL finished in 0.7s. ETA: 45.6s. Rate: 350.94 forecasts/min
[2025-12-26T20:35:55.922239] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.922399] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-26T20:35:55.922468] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=57.6911%)
[2025-12-26T20:35:55.922826] [INFO ] [main      ] Progress: 143/409 forecasts completed (35.0%). OHI finished in 0.7s. ETA: 45.2s. Rate: 353.24 forecasts/min
[2025-12-26T20:35:55.922970] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-26T20:35:55.923014] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-26T20:35:55.923072] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-26T20:35:55.923123] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-26T20:35:55.923154] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-26T20:35:55.923982] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:55.924041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.928901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:55.929762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:55.930997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:55.931629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:55.935758] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:55.936540] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-26T20:35:55.936616] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-26T20:35:55.936669] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-26T20:35:55.937458] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:55.937518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:55.942890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:55.944198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.040098] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:56.145856] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-26T20:35:56.145922] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-5.72% (Conf=49.0998%)
[2025-12-26T20:35:56.146368] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-26T20:35:56.146420] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-26T20:35:56.146675] [INFO ] [main      ] Progress: 144/409 forecasts completed (35.2%). OXM finished in 0.6s. ETA: 45.1s. Rate: 352.46 forecasts/min
[2025-12-26T20:35:56.158106] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:56.159896] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-26T20:35:56.159949] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-26T20:35:56.159980] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-26T20:35:56.160783] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:56.160841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:56.161745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:56.162738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.223944] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.269736] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.292227] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.397881] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:56.441342] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:56.465011] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:56.465881] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-26T20:35:56.465950] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=59.3782%)
[2025-12-26T20:35:56.466319] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-26T20:35:56.466372] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-26T20:35:56.467632] [INFO ] [main      ] Progress: 145/409 forecasts completed (35.5%). MBC finished in 0.6s. ETA: 45.2s. Rate: 350.32 forecasts/min
[2025-12-26T20:35:56.478215] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:56.479306] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-26T20:35:56.479360] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-26T20:35:56.479391] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-26T20:35:56.480228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:56.480289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:56.485233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:56.486081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:56.490109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:56.491344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:35:56.492740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.505125] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.516129] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-26T20:35:56.516198] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=6.07% (Conf=47.277%)
[2025-12-26T20:35:56.516355] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-26T20:35:56.516398] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-26T20:35:56.516876] [INFO ] [main      ] Progress: 146/409 forecasts completed (35.7%). PD finished in 0.6s. ETA: 44.8s. Rate: 352.04 forecasts/min
[2025-12-26T20:35:56.527179] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-26T20:35:56.527239] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=46.1699%)
[2025-12-26T20:35:56.527551] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-26T20:35:56.527614] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-26T20:35:56.528319] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:56.528498] [INFO ] [main      ] Progress: 147/409 forecasts completed (35.9%). PDI finished in 0.6s. ETA: 44.4s. Rate: 354.28 forecasts/min
[2025-12-26T20:35:56.529449] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-26T20:35:56.529502] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-26T20:35:56.530204] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-26T20:35:56.531063] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:56.531123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:56.535957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:56.536805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:56.540024] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:56.540851] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-26T20:35:56.540909] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-26T20:35:56.540942] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-26T20:35:56.541805] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:56.541867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:56.543658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:56.544192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:56.544618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:56.545587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:56.575937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:56.577860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:56.578592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:56.596176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.622497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:56.623835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.684102] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:56.772009] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-26T20:35:56.772076] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=49.3991%)
[2025-12-26T20:35:56.772246] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-26T20:35:56.772291] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-26T20:35:56.772874] [INFO ] [main      ] Progress: 148/409 forecasts completed (36.2%). JHX finished in 0.6s. ETA: 44.3s. Rate: 353.23 forecasts/min
[2025-12-26T20:35:56.783969] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:56.785107] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-26T20:35:56.785159] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-26T20:35:56.785189] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-26T20:35:56.786022] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:56.786084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:56.790987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:56.791945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:56.794555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:56.797310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:56.798958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:56.800715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:56.845555] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.950838] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-26
[2025-12-26T20:35:56.979024] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.029905] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.112657] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-26T20:35:57.112726] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=51.2772%)
[2025-12-26T20:35:57.113113] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-26T20:35:57.113168] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-26T20:35:57.113706] [INFO ] [main      ] Progress: 149/409 forecasts completed (36.4%). PNQI finished in 0.6s. ETA: 44.5s. Rate: 350.86 forecasts/min
[2025-12-26T20:35:57.118430] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.124820] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.125737] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-26T20:35:57.125792] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-26T20:35:57.125825] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-26T20:35:57.126636] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:35:57.126702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.131615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:57.133422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:57.133957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:57.134402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:57.138684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:57.140322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:57.141507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:57.143066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:35:57.143901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:35:57.145101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.148924] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.162229] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.247000] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-26T20:35:57.247074] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=78.6552%)
[2025-12-26T20:35:57.247507] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-26T20:35:57.247559] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-26T20:35:57.247597] [INFO ] [main      ] Progress: 150/409 forecasts completed (36.7%). CTAS finished in 0.7s. ETA: 44.2s. Rate: 351.36 forecasts/min
[2025-12-26T20:35:57.258416] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.259472] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-26T20:35:57.259524] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-26T20:35:57.259555] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-26T20:35:57.260413] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-26T20:35:57.260479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.265358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:57.267214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:57.267725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:57.268110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:57.316873] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-26T20:35:57.316942] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=52.783%)
[2025-12-26T20:35:57.317106] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-26T20:35:57.317150] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-26T20:35:57.317921] [INFO ] [main      ] Progress: 151/409 forecasts completed (36.9%). MANH finished in 0.8s. ETA: 43.9s. Rate: 352.74 forecasts/min
[2025-12-26T20:35:57.321794] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.329284] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.330416] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-26T20:35:57.330469] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-26T20:35:57.330502] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-26T20:35:57.331377] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:57.331437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.336559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:57.337442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:57.338112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:57.338925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.346239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:57.347142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:57.353160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:57.353874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:57.354351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:57.355371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:57.357009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:57.358078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:57.358802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.424921] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-26T20:35:57.424991] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-2.53% (Conf=57.1141%)
[2025-12-26T20:35:57.425159] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-26T20:35:57.425205] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-26T20:35:57.426765] [INFO ] [main      ] Progress: 152/409 forecasts completed (37.2%). JKS finished in 0.7s. ETA: 43.6s. Rate: 353.58 forecasts/min
[2025-12-26T20:35:57.436805] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.437904] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-26T20:35:57.437957] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-26T20:35:57.437989] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-26T20:35:57.438826] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:57.438914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.443876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:57.444726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:57.483912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:57.485170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:35:57.487407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.489235] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.662058] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.679240] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.698263] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.838043] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-26
[2025-12-26T20:35:57.844005] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-26T20:35:57.844073] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=2.46% (Conf=51.9627%)
[2025-12-26T20:35:57.844434] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-26T20:35:57.844486] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-26T20:35:57.844663] [INFO ] [main      ] Progress: 153/409 forecasts completed (37.4%). HNRG finished in 0.7s. ETA: 43.9s. Rate: 350.23 forecasts/min
[2025-12-26T20:35:57.850900] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.856031] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.857040] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-26T20:35:57.857097] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-26T20:35:57.857131] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-26T20:35:57.857934] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:57.857994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.863027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:57.864920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:57.865404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.868506] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:57.938388] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-26T20:35:57.938453] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=66.0284%)
[2025-12-26T20:35:57.938940] [INFO ] [main      ] Fetching symbol history for MTRX...
[2025-12-26T20:35:57.938993] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2025-12-26T20:35:57.939679] [INFO ] [main      ] Progress: 154/409 forecasts completed (37.7%). VMD finished in 0.7s. ETA: 43.6s. Rate: 351.24 forecasts/min
[2025-12-26T20:35:57.942767] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-26T20:35:57.942830] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=5.05% (Conf=65.576%)
[2025-12-26T20:35:57.942991] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-26T20:35:57.943035] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-26T20:35:57.943733] [INFO ] [main      ] Progress: 155/409 forecasts completed (37.9%). BBWI finished in 0.6s. ETA: 43.1s. Rate: 353.47 forecasts/min
[2025-12-26T20:35:57.951824] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.952631] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2025-12-26T20:35:57.952686] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2025-12-26T20:35:57.952717] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2025-12-26T20:35:57.953491] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:57.953551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.955129] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:57.955955] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-26T20:35:57.956004] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-26T20:35:57.956034] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-26T20:35:57.956852] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:57.956913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:57.958323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:57.960170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:57.960715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:57.961104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:57.961937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:57.962380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:57.962991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:57.964550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:57.967252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.013900] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:58.131803] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-26T20:35:58.131874] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=45.089%)
[2025-12-26T20:35:58.132229] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-26T20:35:58.132281] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-26T20:35:58.132662] [INFO ] [main      ] Progress: 156/409 forecasts completed (38.1%). CRVL finished in 0.7s. ETA: 43.0s. Rate: 353.21 forecasts/min
[2025-12-26T20:35:58.144301] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:58.145142] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-26T20:35:58.145193] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-26T20:35:58.145224] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-26T20:35:58.146027] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:35:58.146097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:58.146966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:58.148134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:58.150081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:58.150678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:58.151878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:58.153955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.207800] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.303141] [DEBUG] [MAG       ] MTRX: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.310481] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.381305] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:58.445617] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-26T20:35:58.445686] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=55.911%)
[2025-12-26T20:35:58.446098] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-26T20:35:58.446149] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-26T20:35:58.446661] [INFO ] [main      ] Progress: 157/409 forecasts completed (38.4%). ETO finished in 0.6s. ETA: 43.0s. Rate: 351.32 forecasts/min
[2025-12-26T20:35:58.457762] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:58.458730] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-26T20:35:58.458782] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-26T20:35:58.458813] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-26T20:35:58.459636] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:58.459697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:58.460396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:58.476139] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:58.485210] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:58.510508] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.536186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:58.538359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:58.539811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.546972] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2025-12-26T20:35:58.547041] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=55.5046%)
[2025-12-26T20:35:58.547478] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-26T20:35:58.547530] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-26T20:35:58.547584] [INFO ] [main      ] Progress: 158/409 forecasts completed (38.6%). MTRX finished in 0.6s. ETA: 42.8s. Rate: 352.23 forecasts/min
[2025-12-26T20:35:58.558390] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:58.559369] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-26T20:35:58.559420] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-26T20:35:58.559449] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-26T20:35:58.560273] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:58.560331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:58.562051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:58.562567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:58.563037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:58.563424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:58.565815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.599740] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-26T20:35:58.599812] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=19.24% (Conf=54.6766%)
[2025-12-26T20:35:58.600187] [INFO ] [main      ] Progress: 159/409 forecasts completed (38.9%). MIGI finished in 0.7s. ETA: 42.4s. Rate: 353.77 forecasts/min
[2025-12-26T20:35:58.600319] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-26T20:35:58.600364] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-26T20:35:58.611793] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:58.612839] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-26T20:35:58.612895] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-26T20:35:58.612927] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-26T20:35:58.613792] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:35:58.613852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:58.615897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:58.617628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.682395] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:58.799930] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-26T20:35:58.799998] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=51.9606%)
[2025-12-26T20:35:58.800486] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-26T20:35:58.800530] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-26T20:35:58.801637] [INFO ] [main      ] Progress: 160/409 forecasts completed (39.1%). RMI finished in 0.7s. ETA: 42.3s. Rate: 353.35 forecasts/min
[2025-12-26T20:35:58.813751] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:58.814889] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-26T20:35:58.814942] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-26T20:35:58.814973] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-26T20:35:58.815784] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:58.815844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:58.817522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:58.818064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:58.818460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:58.877724] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.892229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:58.894253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:58.909812] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-26
[2025-12-26T20:35:58.957631] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-26
[2025-12-26T20:35:59.053683] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.089225] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.126190] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.154418] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-26T20:35:59.154502] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=6.49% (Conf=46.496%)
[2025-12-26T20:35:59.154885] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-26T20:35:59.154938] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-26T20:35:59.155060] [INFO ] [main      ] Progress: 161/409 forecasts completed (39.4%). AMN finished in 0.7s. ETA: 42.4s. Rate: 350.99 forecasts/min
[2025-12-26T20:35:59.167348] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.168214] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-26T20:35:59.168291] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=4.23% (Conf=50.2712%)
[2025-12-26T20:35:59.168450] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-26T20:35:59.168494] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-26T20:35:59.168759] [INFO ] [main      ] Progress: 162/409 forecasts completed (39.6%). SSRM finished in 0.6s. ETA: 42.0s. Rate: 353.00 forecasts/min
[2025-12-26T20:35:59.169114] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-26T20:35:59.169174] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-26T20:35:59.169206] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-26T20:35:59.170031] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:59.170093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:59.175009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:59.176801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:59.177275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:59.177681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:59.178424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.179557] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.181249] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-26T20:35:59.181303] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-26T20:35:59.181336] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-26T20:35:59.182171] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-26T20:35:59.182269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:59.187211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:59.189105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:59.189598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:59.190034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:59.190419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:59.191161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:59.191969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:59.194358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:35:59.212119] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-26T20:35:59.212197] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=46.2185%)
[2025-12-26T20:35:59.212359] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-26T20:35:59.212404] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-26T20:35:59.213133] [INFO ] [main      ] Progress: 163/409 forecasts completed (39.9%). CIB finished in 0.6s. ETA: 41.6s. Rate: 354.61 forecasts/min
[2025-12-26T20:35:59.224905] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.225845] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-26T20:35:59.225899] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-26T20:35:59.225940] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-26T20:35:59.226795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:59.227171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:59.229763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:59.232676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:59.234009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:59.235084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.239440] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-26
[2025-12-26T20:35:59.309280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:59.311303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:35:59.351678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:35:59.352745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:35:59.392691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:35:59.393519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:35:59.394750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:35:59.407518] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.470120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:35:59.471099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:35:59.473695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:35:59.476639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:35:59.477811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:35:59.479858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:35:59.480611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:59.485006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:35:59.486171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:35:59.487482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:35:59.489445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:35:59.492319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:35:59.492980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:35:59.493678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:35:59.495666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:35:59.496721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:35:59.497416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:35:59.498117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-26T20:35:59.498818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:35:59.501645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:35:59.503356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:35:59.506065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:35:59.508519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:35:59.512594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:35:59.525828] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-26
[2025-12-26T20:35:59.528642] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-26T20:35:59.528712] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=50.3961%)
[2025-12-26T20:35:59.528866] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-26T20:35:59.528926] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-26T20:35:59.529964] [INFO ] [main      ] Progress: 164/409 forecasts completed (40.1%). VONE finished in 0.7s. ETA: 41.7s. Rate: 352.73 forecasts/min
[2025-12-26T20:35:59.531047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:35:59.532436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:35:59.534207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:35:59.534946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:35:59.536560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:35:59.538239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:35:59.539192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:35:59.539946] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.540428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:35:59.541174] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-26T20:35:59.541226] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-26T20:35:59.541256] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-26T20:35:59.541749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:35:59.542059] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:35:59.542118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:59.543876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:35:59.545448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:35:59.546976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:59.547941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:35:59.548609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:35:59.550363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.550701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:35:59.556786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.574980] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-26
[2025-12-26T20:35:59.700949] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.744753] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:35:59.758358] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-26T20:35:59.758426] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=34.1898%)
[2025-12-26T20:35:59.758805] [INFO ] [main      ] Fetching symbol history for FOSL...
[2025-12-26T20:35:59.758856] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2025-12-26T20:35:59.759662] [INFO ] [main      ] Progress: 165/409 forecasts completed (40.3%). GGB finished in 0.6s. ETA: 41.6s. Rate: 351.98 forecasts/min
[2025-12-26T20:35:59.770555] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.771656] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2025-12-26T20:35:59.771707] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2025-12-26T20:35:59.771738] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2025-12-26T20:35:59.772522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:35:59.772597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:35:59.777407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:35:59.778265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:35:59.779116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:35:59.780837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.827469] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-26T20:35:59.827539] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=56.8453%)
[2025-12-26T20:35:59.827895] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-26T20:35:59.827944] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-26T20:35:59.828870] [INFO ] [main      ] Progress: 166/409 forecasts completed (40.6%). HMC finished in 0.6s. ETA: 41.3s. Rate: 353.25 forecasts/min
[2025-12-26T20:35:59.839739] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:35:59.840878] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-26T20:35:59.840930] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-26T20:35:59.840960] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-26T20:35:59.841799] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:35:59.841858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:35:59.843615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:35:59.844139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:35:59.844608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:35:59.845003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:35:59.849263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:35:59.897836] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-26
[2025-12-26T20:35:59.961341] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.067468] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.135670] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.139944] [DEBUG] [MAG       ] FOSL: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.194102] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-26T20:36:00.194171] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=51.456%)
[2025-12-26T20:36:00.194525] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-26T20:36:00.194598] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-26T20:36:00.194687] [INFO ] [main      ] Progress: 167/409 forecasts completed (40.8%). CHSCL finished in 0.7s. ETA: 41.4s. Rate: 350.82 forecasts/min
[2025-12-26T20:36:00.196567] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.206200] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:00.207252] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-26T20:36:00.207303] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-26T20:36:00.207333] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-26T20:36:00.208160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:00.208222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:00.213200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:00.214093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:00.215866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:00.220344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:00.312795] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.322016] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-26T20:36:00.322083] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-26T20:36:00.322247] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-26T20:36:00.322290] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-26T20:36:00.324665] [INFO ] [main      ] Progress: 168/409 forecasts completed (41.1%). BSCQ finished in 1.2s. ETA: 41.2s. Rate: 351.32 forecasts/min
[2025-12-26T20:36:00.333938] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:00.334954] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-26T20:36:00.335014] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-26T20:36:00.335045] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-26T20:36:00.335843] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:00.335904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:00.336938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:00.338304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:00.341257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:00.341997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:00.343534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:00.373246] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2025-12-26T20:36:00.373313] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=46.7053%)
[2025-12-26T20:36:00.373717] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-26T20:36:00.373782] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-26T20:36:00.373961] [INFO ] [main      ] Progress: 169/409 forecasts completed (41.3%). FOSL finished in 0.6s. ETA: 40.8s. Rate: 352.81 forecasts/min
[2025-12-26T20:36:00.374841] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.385475] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:00.386487] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-26T20:36:00.386541] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-26T20:36:00.386602] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-26T20:36:00.387450] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:00.387512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:00.392555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:00.433493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:00.434458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:00.438778] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-26T20:36:00.438845] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=58.7252%)
[2025-12-26T20:36:00.439261] [INFO ] [main      ] Progress: 170/409 forecasts completed (41.6%). SWIM finished in 0.6s. ETA: 40.5s. Rate: 354.09 forecasts/min
[2025-12-26T20:36:00.439387] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-26T20:36:00.439430] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-26T20:36:00.450997] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:00.452150] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-26T20:36:00.452201] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-26T20:36:00.452231] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-26T20:36:00.453031] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:36:00.576195] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.686607] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.745017] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.791932] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.798491] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-26
[2025-12-26T20:36:00.810432] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-26T20:36:00.810507] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-7.28% (Conf=63.4976%)
[2025-12-26T20:36:00.810683] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-26T20:36:00.810727] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-26T20:36:00.811858] [INFO ] [main      ] Progress: 171/409 forecasts completed (41.8%). CMTL finished in 0.6s. ETA: 40.6s. Rate: 351.63 forecasts/min
[2025-12-26T20:36:00.822311] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:00.823235] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-26T20:36:00.823285] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-26T20:36:00.823316] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-26T20:36:00.824134] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:00.824192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:00.828941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:00.829901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:00.940027] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:00.966964] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:01.052180] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:01.079340] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-26T20:36:01.079414] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=37.2419%)
[2025-12-26T20:36:01.082808] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-26T20:36:01.082864] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-26T20:36:01.085686] [INFO ] [main      ] Progress: 172/409 forecasts completed (42.1%). LEA finished in 0.8s. ETA: 40.6s. Rate: 350.39 forecasts/min
[2025-12-26T20:36:01.102818] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.103815] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-26T20:36:01.103871] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-26T20:36:01.103905] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-26T20:36:01.104801] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:01.104864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:01.108710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:01.109335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:01.109838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:01.110270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:01.114136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.136426] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-26T20:36:01.136495] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=51.9851%)
[2025-12-26T20:36:01.136680] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-26T20:36:01.136724] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-26T20:36:01.137892] [INFO ] [main      ] Progress: 173/409 forecasts completed (42.3%). EXP finished in 0.7s. ETA: 40.2s. Rate: 351.81 forecasts/min
[2025-12-26T20:36:01.149018] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.152021] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-26T20:36:01.152088] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=48.6752%)
[2025-12-26T20:36:01.152465] [INFO ] [main      ] Progress: 174/409 forecasts completed (42.5%). AEI finished in 0.8s. ETA: 39.9s. Rate: 353.67 forecasts/min
[2025-12-26T20:36:01.152613] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-26T20:36:01.152631] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-26T20:36:01.152670] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-26T20:36:01.152693] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-26T20:36:01.152727] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-26T20:36:01.153515] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:01.153613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:01.155367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:01.159000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:01.159429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:01.163734] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.164506] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-26T20:36:01.164559] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-26T20:36:01.164625] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-26T20:36:01.165422] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:01.165483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:01.170530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:01.172751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:01.173250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:01.191716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.258904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:01.260356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.457321] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-26
[2025-12-26T20:36:01.485170] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-26
[2025-12-26T20:36:01.536791] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-26
[2025-12-26T20:36:01.644503] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:01.660730] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:01.726965] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-26T20:36:01.727033] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=58.053%)
[2025-12-26T20:36:01.727399] [INFO ] [main      ] Progress: 175/409 forecasts completed (42.8%). MGNI finished in 0.9s. ETA: 40.2s. Rate: 348.90 forecasts/min
[2025-12-26T20:36:01.727593] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-26T20:36:01.727643] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-26T20:36:01.738989] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:01.739412] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.740383] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-26T20:36:01.740434] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-26T20:36:01.740464] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-26T20:36:01.741252] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:01.741314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:01.743009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:01.743522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:01.743965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:01.744717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:01.746035] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-26T20:36:01.746103] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=64.9339%)
[2025-12-26T20:36:01.746492] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-26T20:36:01.746543] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-26T20:36:01.746763] [INFO ] [main      ] Progress: 176/409 forecasts completed (43.0%). CM finished in 0.7s. ETA: 39.9s. Rate: 350.67 forecasts/min
[2025-12-26T20:36:01.758270] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.759507] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-26T20:36:01.759559] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-26T20:36:01.759632] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-26T20:36:01.760434] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:01.760499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:01.762889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:01.764051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:01.764691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:01.766002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:01.771218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:01.772479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:01.773607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:01.775795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:01.775940] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-26
[2025-12-26T20:36:01.776860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:01.777547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.799604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.930384] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-26T20:36:01.930457] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=41.3252%)
[2025-12-26T20:36:01.930640] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-26T20:36:01.930688] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-26T20:36:01.931984] [INFO ] [main      ] Progress: 177/409 forecasts completed (43.3%). EVF finished in 0.8s. ETA: 39.7s. Rate: 350.51 forecasts/min
[2025-12-26T20:36:01.943152] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:01.944298] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-26T20:36:01.944366] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-26T20:36:01.944407] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-26T20:36:01.945270] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:01.945331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:01.950903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:01.977359] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:02.096169] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-26T20:36:02.096237] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=50.4086%)
[2025-12-26T20:36:02.096406] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-26T20:36:02.096449] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-26T20:36:02.096891] [INFO ] [main      ] Progress: 178/409 forecasts completed (43.5%). LH finished in 1.0s. ETA: 39.5s. Rate: 350.58 forecasts/min
[2025-12-26T20:36:02.109491] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:02.110642] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-26T20:36:02.110696] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-26T20:36:02.110728] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-26T20:36:02.111539] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:02.111624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:02.116556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:02.118386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:02.118931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:02.119718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:02.126456] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.178591] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.298593] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:02.315235] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.351547] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:02.390011] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-26T20:36:02.390084] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=47.517%)
[2025-12-26T20:36:02.390436] [INFO ] [main      ] Progress: 179/409 forecasts completed (43.8%). MCHI finished in 0.6s. ETA: 39.5s. Rate: 349.19 forecasts/min
[2025-12-26T20:36:02.390584] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-26T20:36:02.390630] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-26T20:36:02.401515] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:02.402284] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-26T20:36:02.402335] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-26T20:36:02.402367] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-26T20:36:02.403190] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:02.403252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:02.405043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:02.405563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:02.405988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:02.406893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:02.430605] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-26T20:36:02.430686] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=56.3239%)
[2025-12-26T20:36:02.431147] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-26T20:36:02.431202] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-26T20:36:02.431679] [INFO ] [main      ] Progress: 180/409 forecasts completed (44.0%). KEP finished in 0.7s. ETA: 39.2s. Rate: 350.67 forecasts/min
[2025-12-26T20:36:02.442767] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:02.443783] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-26T20:36:02.443842] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-26T20:36:02.443876] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-26T20:36:02.444726] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:36:02.477481] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.488804] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:02.521956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:02.523235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:02.542111] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-26T20:36:02.542181] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=46.7447%)
[2025-12-26T20:36:02.542555] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-26T20:36:02.542624] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-26T20:36:02.543655] [INFO ] [main      ] Progress: 181/409 forecasts completed (44.3%). FMN finished in 0.6s. ETA: 38.9s. Rate: 351.34 forecasts/min
[2025-12-26T20:36:02.554778] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:02.555690] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-26T20:36:02.555741] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-26T20:36:02.555773] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-26T20:36:02.556552] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:02.556634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:02.561470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:02.563268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:02.563771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:02.564163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:02.565102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:02.566365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:02.567444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:02.568494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:02.569634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:02.660368] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:02.722126] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-26T20:36:02.722196] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=56.3261%)
[2025-12-26T20:36:02.722589] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-26T20:36:02.722643] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-26T20:36:02.723652] [INFO ] [main      ] Progress: 182/409 forecasts completed (44.5%). PLUG finished in 0.6s. ETA: 38.8s. Rate: 351.23 forecasts/min
[2025-12-26T20:36:02.735474] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:02.736283] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-26T20:36:02.736343] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-26T20:36:02.736376] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-26T20:36:02.737225] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:02.737287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:02.739738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:02.740334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:02.740787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:02.780792] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.793140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:02.870610] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.921316] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-26
[2025-12-26T20:36:02.949370] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.019462] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-26T20:36:03.019531] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=54.1706%)
[2025-12-26T20:36:03.019714] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-26T20:36:03.019758] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-26T20:36:03.021682] [INFO ] [main      ] Progress: 183/409 forecasts completed (44.7%). GPIQ finished in 0.6s. ETA: 38.8s. Rate: 349.81 forecasts/min
[2025-12-26T20:36:03.031503] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.032656] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-26T20:36:03.032708] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-26T20:36:03.032739] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-26T20:36:03.033546] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:03.033632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:03.038441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:03.040419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:03.040948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:03.041341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:03.043889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:03.044179] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.045850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.095164] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.101362] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-26T20:36:03.101429] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=33.6073%)
[2025-12-26T20:36:03.101811] [INFO ] [main      ] Progress: 184/409 forecasts completed (45.0%). CHSCN finished in 0.7s. ETA: 38.5s. Rate: 350.83 forecasts/min
[2025-12-26T20:36:03.101938] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-26T20:36:03.101982] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-26T20:36:03.112850] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.113665] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-26T20:36:03.113718] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-26T20:36:03.113759] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-26T20:36:03.114551] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:03.114630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:03.116319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:03.116857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:03.117241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:03.119121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:03.121194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:03.122806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.154831] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-26
[2025-12-26T20:36:03.193185] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-26T20:36:03.193256] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=69.7337%)
[2025-12-26T20:36:03.193427] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-26T20:36:03.193472] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-26T20:36:03.193872] [INFO ] [main      ] Progress: 185/409 forecasts completed (45.2%). CPK finished in 0.7s. ETA: 38.2s. Rate: 351.70 forecasts/min
[2025-12-26T20:36:03.205544] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.206442] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-26T20:36:03.206495] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-26T20:36:03.206527] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-26T20:36:03.207330] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:03.207392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:03.209213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:03.209766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:03.210688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:03.211780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:03.218467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.333818] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.383616] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-26
[2025-12-26T20:36:03.396890] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-26T20:36:03.396959] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=50.1841%)
[2025-12-26T20:36:03.397128] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-26T20:36:03.397171] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-26T20:36:03.397880] [INFO ] [main      ] Progress: 186/409 forecasts completed (45.5%). BOC finished in 0.7s. ETA: 38.1s. Rate: 351.33 forecasts/min
[2025-12-26T20:36:03.409102] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.410243] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-26T20:36:03.410301] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-26T20:36:03.410333] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-26T20:36:03.411201] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:03.411264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:03.413029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:03.413549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:03.413976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:03.416948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:36:03.419119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.469746] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-26
[2025-12-26T20:36:03.548384] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.567998] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-26
[2025-12-26T20:36:03.640013] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.676013] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-26T20:36:03.676082] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=45.3206%)
[2025-12-26T20:36:03.676424] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-26T20:36:03.676474] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-26T20:36:03.676527] [INFO ] [main      ] Progress: 187/409 forecasts completed (45.7%). CE finished in 0.7s. ETA: 38.0s. Rate: 350.15 forecasts/min
[2025-12-26T20:36:03.687901] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.688669] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-26T20:36:03.688720] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-26T20:36:03.688751] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-26T20:36:03.689553] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:03.689632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:03.694367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:03.695184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:03.696978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:03.697658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:03.698925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.723462] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-26T20:36:03.723529] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=53.5896%)
[2025-12-26T20:36:03.723921] [INFO ] [main      ] Progress: 188/409 forecasts completed (46.0%). TWFG finished in 0.6s. ETA: 37.7s. Rate: 351.50 forecasts/min
[2025-12-26T20:36:03.724044] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-26T20:36:03.724087] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-26T20:36:03.734394] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.735529] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-26T20:36:03.735604] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-26T20:36:03.735658] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-26T20:36:03.736483] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:03.736548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:03.741473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:03.744090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:03.746221] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:03.755808] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-26
[2025-12-26T20:36:03.783234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:03.784509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:03.785307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:03.789728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:03.790394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:03.794330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:03.812346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.815506] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-26T20:36:03.815603] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=59.4878%)
[2025-12-26T20:36:03.816031] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-26T20:36:03.816092] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-26T20:36:03.817650] [INFO ] [main      ] Progress: 189/409 forecasts completed (46.2%). MGTX finished in 0.6s. ETA: 37.5s. Rate: 352.34 forecasts/min
[2025-12-26T20:36:03.828281] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:03.829281] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-26T20:36:03.829334] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-26T20:36:03.829365] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-26T20:36:03.830204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:03.830265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:03.832019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:03.832536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:03.832966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:03.851352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:03.852153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:03.923985] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.012293] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-26T20:36:04.012360] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=55.4778%)
[2025-12-26T20:36:04.012744] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-26T20:36:04.012795] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-26T20:36:04.014682] [INFO ] [main      ] Progress: 190/409 forecasts completed (46.5%). KFY finished in 0.6s. ETA: 37.3s. Rate: 352.05 forecasts/min
[2025-12-26T20:36:04.024052] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:04.025719] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-26T20:36:04.025771] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-26T20:36:04.025802] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-26T20:36:04.026605] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:04.026665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:04.031460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:04.032754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:04.033607] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.034257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:04.036560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:04.168219] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.187308] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.200697] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.339293] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.352928] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.369965] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-26T20:36:04.370035] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=50.1135%)
[2025-12-26T20:36:04.370199] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-26T20:36:04.370243] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-26T20:36:04.371016] [INFO ] [main      ] Progress: 191/409 forecasts completed (46.7%). MCK finished in 0.7s. ETA: 37.4s. Rate: 350.05 forecasts/min
[2025-12-26T20:36:04.376221] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.382802] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:04.383753] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-26T20:36:04.383807] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-26T20:36:04.383838] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-26T20:36:04.384647] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:04.384705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:04.389483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:04.390285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:04.423834] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-26T20:36:04.423913] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=64.8285%)
[2025-12-26T20:36:04.424274] [INFO ] [main      ] Progress: 192/409 forecasts completed (46.9%). RGCO finished in 0.7s. ETA: 37.1s. Rate: 351.31 forecasts/min
[2025-12-26T20:36:04.424397] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-26T20:36:04.424439] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-26T20:36:04.435206] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:04.435984] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-26T20:36:04.436034] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-26T20:36:04.436065] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-26T20:36:04.436876] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:04.436935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:04.441799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:04.442774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:04.444792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:04.496271] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-26T20:36:04.496343] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=61.2614%)
[2025-12-26T20:36:04.496729] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-26T20:36:04.496781] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-26T20:36:04.498726] [INFO ] [main      ] Progress: 193/409 forecasts completed (47.2%). ODFL finished in 0.7s. ETA: 36.8s. Rate: 352.34 forecasts/min
[2025-12-26T20:36:04.508662] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:04.509703] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-26T20:36:04.512658] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-26T20:36:04.512697] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-26T20:36:04.513529] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:36:04.545979] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.612644] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-26T20:36:04.612713] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=65.0245%)
[2025-12-26T20:36:04.613107] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-26T20:36:04.613159] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-26T20:36:04.614655] [INFO ] [main      ] Progress: 194/409 forecasts completed (47.4%). CTBB finished in 0.6s. ETA: 36.6s. Rate: 352.93 forecasts/min
[2025-12-26T20:36:04.625184] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:04.625959] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-26T20:36:04.626011] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-26T20:36:04.626045] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-26T20:36:04.626883] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:04.626948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:04.631953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:04.633792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:04.634297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:04.634775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:04.635191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:04.637998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:04.639214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:04.640842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:04.729562] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.790208] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.853797] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.915863] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.957795] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:04.985662] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-26
[2025-12-26T20:36:04.996790] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-26T20:36:04.996861] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=4.40% (Conf=59.9078%)
[2025-12-26T20:36:04.997024] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-26T20:36:04.997068] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-26T20:36:04.997890] [INFO ] [main      ] Progress: 195/409 forecasts completed (47.7%). EVTC finished in 0.6s. ETA: 36.6s. Rate: 350.67 forecasts/min
[2025-12-26T20:36:05.008933] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.009973] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-26T20:36:05.010024] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-26T20:36:05.010055] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-26T20:36:05.010914] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:05.010973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:05.015808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:05.016165] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-26T20:36:05.016235] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=48.1351%)
[2025-12-26T20:36:05.016586] [INFO ] [main      ] Progress: 196/409 forecasts completed (47.9%). BDTX finished in 0.6s. ETA: 36.3s. Rate: 352.27 forecasts/min
[2025-12-26T20:36:05.016707] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-26T20:36:05.016750] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-26T20:36:05.017705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:36:05.018399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:05.019494] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.019876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.027356] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.028326] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-26T20:36:05.028388] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-26T20:36:05.028420] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-26T20:36:05.029377] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:05.029439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:05.032261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:05.034847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.091868] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-26T20:36:05.091936] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=48.4718%)
[2025-12-26T20:36:05.092285] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-26T20:36:05.092336] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-26T20:36:05.092662] [INFO ] [main      ] Progress: 197/409 forecasts completed (48.2%). BLCN finished in 0.6s. ETA: 36.0s. Rate: 353.26 forecasts/min
[2025-12-26T20:36:05.104331] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.105503] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-26T20:36:05.105557] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-26T20:36:05.105607] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-26T20:36:05.106656] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:05.106731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:05.110346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:05.112621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:05.115830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:05.117270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.159890] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.242505] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-26T20:36:05.242598] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=-4.01% (Conf=41.7043%)
[2025-12-26T20:36:05.242991] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-26T20:36:05.243041] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-26T20:36:05.244654] [INFO ] [main      ] Progress: 198/409 forecasts completed (48.4%). MSBI finished in 0.6s. ETA: 35.8s. Rate: 353.45 forecasts/min
[2025-12-26T20:36:05.254610] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.255723] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-26T20:36:05.255774] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-26T20:36:05.255804] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-26T20:36:05.256610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:05.256668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:05.261561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:05.368392] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-26
[2025-12-26T20:36:05.381047] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-26
[2025-12-26T20:36:05.383599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:05.393182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.481620] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-26
[2025-12-26T20:36:05.541984] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.550992] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.615630] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-26T20:36:05.616066] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=50.639%)
[2025-12-26T20:36:05.616428] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-26T20:36:05.616480] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-26T20:36:05.617646] [INFO ] [main      ] Progress: 199/409 forecasts completed (48.7%). BHFAO finished in 0.6s. ETA: 35.9s. Rate: 351.34 forecasts/min
[2025-12-26T20:36:05.628783] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.629731] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-26T20:36:05.629784] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-26T20:36:05.629815] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-26T20:36:05.630663] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:05.630725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:05.632437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:05.633012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:05.635966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:36:05.638117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:05.652089] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.656095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.685628] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-26T20:36:05.685696] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=46.4542%)
[2025-12-26T20:36:05.686273] [INFO ] [main      ] Progress: 200/409 forecasts completed (48.9%). HEI finished in 0.7s. ETA: 35.6s. Rate: 352.39 forecasts/min
[2025-12-26T20:36:05.686401] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-26T20:36:05.686444] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-26T20:36:05.697015] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.697958] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-26T20:36:05.698008] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-26T20:36:05.698039] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-26T20:36:05.698850] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:05.698934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:05.701618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:05.704084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:05.705128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:05.706525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:05.709354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.712688] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-26T20:36:05.712757] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=60.7163%)
[2025-12-26T20:36:05.712914] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-26T20:36:05.712958] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-26T20:36:05.713850] [INFO ] [main      ] Progress: 201/409 forecasts completed (49.1%). RMM finished in 0.6s. ETA: 35.3s. Rate: 353.87 forecasts/min
[2025-12-26T20:36:05.724915] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:05.725695] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-26T20:36:05.725751] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-26T20:36:05.725786] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-26T20:36:05.726669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:05.726742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:05.732372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:05.733130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:05.733865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:05.737939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:05.763479] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-26
[2025-12-26T20:36:05.939596] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:05.996056] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-26T20:36:05.996124] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=63.3303%)
[2025-12-26T20:36:05.996467] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-26T20:36:05.996672] [INFO ] [main      ] Progress: 202/409 forecasts completed (49.4%). SVC finished in 0.8s. ETA: 35.2s. Rate: 352.70 forecasts/min
[2025-12-26T20:36:05.996517] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-26T20:36:06.007155] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.010080] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.011049] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-26T20:36:06.011101] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-26T20:36:06.011133] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-26T20:36:06.011964] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:06.012026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:06.014462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:06.016184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:06.059569] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.065904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:36:06.068063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:06.069325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.080740] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.175056] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.234446] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.234547] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-26T20:36:06.234638] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=50.6972%)
[2025-12-26T20:36:06.235122] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-26T20:36:06.235182] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-26T20:36:06.235664] [INFO ] [main      ] Progress: 203/409 forecasts completed (49.6%). BLE finished in 0.6s. ETA: 35.1s. Rate: 352.00 forecasts/min
[2025-12-26T20:36:06.247565] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.248685] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-26T20:36:06.248740] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-26T20:36:06.248774] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-26T20:36:06.249641] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:06.249704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:06.250632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:06.258616] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.332832] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-26T20:36:06.332904] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=51.1404%)
[2025-12-26T20:36:06.333073] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-26T20:36:06.333118] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-26T20:36:06.333964] [INFO ] [main      ] Progress: 204/409 forecasts completed (49.9%). HL finished in 0.6s. ETA: 34.9s. Rate: 352.73 forecasts/min
[2025-12-26T20:36:06.344811] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.346310] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-26T20:36:06.346379] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-26T20:36:06.346420] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-26T20:36:06.347545] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:06.347651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:06.349837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:06.350400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:06.350873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:06.351654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.353033] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-26T20:36:06.353100] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=36.281%)
[2025-12-26T20:36:06.353469] [INFO ] [main      ] Progress: 205/409 forecasts completed (50.1%). AOD finished in 0.7s. ETA: 34.6s. Rate: 354.26 forecasts/min
[2025-12-26T20:36:06.353618] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-26T20:36:06.353662] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-26T20:36:06.365125] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.365132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:06.366092] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-26T20:36:06.366143] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-26T20:36:06.366174] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-26T20:36:06.366376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:06.367008] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:06.367069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:06.371085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:06.371931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:06.374021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.374457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:06.375274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:06.376313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:06.379059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.424843] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.593644] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.702952] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.704998] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-26T20:36:06.705067] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=55.2883%)
[2025-12-26T20:36:06.705515] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-26T20:36:06.705566] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-26T20:36:06.705670] [INFO ] [main      ] Progress: 206/409 forecasts completed (50.4%). PLD finished in 0.7s. ETA: 34.6s. Rate: 352.41 forecasts/min
[2025-12-26T20:36:06.712254] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.717287] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.719094] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-26T20:36:06.719151] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-26T20:36:06.719183] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-26T20:36:06.720001] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:06.720062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:06.721661] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-26
[2025-12-26T20:36:06.721746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:06.722255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:06.722664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:06.723400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:06.724038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:06.725592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:06.727005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:06.728176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.880899] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.887395] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.894549] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:06.960443] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-26T20:36:06.960512] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=66.006%)
[2025-12-26T20:36:06.960688] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-26T20:36:06.960733] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-26T20:36:06.962032] [INFO ] [main      ] Progress: 207/409 forecasts completed (50.6%). EBC finished in 0.7s. ETA: 34.5s. Rate: 351.55 forecasts/min
[2025-12-26T20:36:06.967323] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-26T20:36:06.967391] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=23.26% (Conf=54.3835%)
[2025-12-26T20:36:06.967560] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-26T20:36:06.967623] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-26T20:36:06.967883] [INFO ] [main      ] Progress: 208/409 forecasts completed (50.9%). HYMC finished in 0.6s. ETA: 34.1s. Rate: 353.19 forecasts/min
[2025-12-26T20:36:06.972899] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.973737] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-26T20:36:06.973789] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-26T20:36:06.973825] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-26T20:36:06.974654] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:06.974713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:06.979489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:06.979483] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:06.980439] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-26T20:36:06.980490] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-26T20:36:06.980521] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-26T20:36:06.981267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:06.981315] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-26T20:36:06.981382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:06.981784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:06.982168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:06.982893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:06.986170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:06.987954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:06.988425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:06.988839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:06.989651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:06.990266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:06.991365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:06.991825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:06.992838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:06.994426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:06.995442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:06.996123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:06.997187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:06.999173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.039286] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-26T20:36:07.039365] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=60.6254%)
[2025-12-26T20:36:07.039758] [INFO ] [main      ] Progress: 209/409 forecasts completed (51.1%). PEN finished in 0.7s. ETA: 33.9s. Rate: 354.17 forecasts/min
[2025-12-26T20:36:07.039890] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-26T20:36:07.039934] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-26T20:36:07.050870] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:07.052457] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-26T20:36:07.052507] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-26T20:36:07.052538] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-26T20:36:07.053363] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:07.053426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:07.058206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:07.060035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:07.060500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:07.060901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:07.061822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:07.072164] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.111421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:07.113292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:07.115696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:07.116840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.240410] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:07.318803] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.352817] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-26T20:36:07.352793] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.352892] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=60.7726%)
[2025-12-26T20:36:07.353060] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-26T20:36:07.353105] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-26T20:36:07.353897] [INFO ] [main      ] Progress: 210/409 forecasts completed (51.3%). NEM finished in 0.6s. ETA: 33.8s. Rate: 352.74 forecasts/min
[2025-12-26T20:36:07.366078] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:07.367316] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-26T20:36:07.367374] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-26T20:36:07.367419] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-26T20:36:07.368304] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:07.368382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:07.374076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:07.376060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:07.376641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:07.377067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:07.428270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:07.430886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:07.434799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:07.435545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:07.438257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.455951] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.486302] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:07.530185] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:07.571360] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-26T20:36:07.571438] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=-16.48% (Conf=38.1053%)
[2025-12-26T20:36:07.571617] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-26T20:36:07.571662] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-26T20:36:07.572662] [INFO ] [main      ] Progress: 211/409 forecasts completed (51.6%). AEHL finished in 0.6s. ETA: 33.7s. Rate: 352.26 forecasts/min
[2025-12-26T20:36:07.583170] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:07.584156] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-26T20:36:07.584209] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-26T20:36:07.584240] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-26T20:36:07.585041] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:07.585175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:07.586878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:07.587388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:07.587798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:07.588729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:07.591372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:07.592409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:07.596675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:07.598049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:07.600807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.612806] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-26T20:36:07.612888] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=60.3632%)
[2025-12-26T20:36:07.613282] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-26T20:36:07.613337] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-26T20:36:07.613667] [INFO ] [main      ] Progress: 212/409 forecasts completed (51.8%). LEVI finished in 0.6s. ETA: 33.4s. Rate: 353.53 forecasts/min
[2025-12-26T20:36:07.624112] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:07.626772] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:07.627570] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-26T20:36:07.627645] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-26T20:36:07.627678] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-26T20:36:07.628478] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:07.628540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:07.629318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:07.670182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.705977] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-26T20:36:07.706048] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=7.30% (Conf=40.7657%)
[2025-12-26T20:36:07.706484] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-26T20:36:07.706534] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-26T20:36:07.706659] [INFO ] [main      ] Progress: 213/409 forecasts completed (52.1%). CRMD finished in 0.7s. ETA: 33.2s. Rate: 354.28 forecasts/min
[2025-12-26T20:36:07.717083] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:07.718078] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-26T20:36:07.718444] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-26T20:36:07.718478] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-26T20:36:07.719353] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:07.719426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:07.724282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:07.725983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:07.764405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:07.765661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:07.768304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:07.770307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:07.771635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:07.778332] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.954045] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-26
[2025-12-26T20:36:07.966095] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.023873] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.101411] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-26T20:36:08.101504] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=54.3049%)
[2025-12-26T20:36:08.101720] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-26T20:36:08.101780] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-26T20:36:08.103062] [INFO ] [main      ] Progress: 214/409 forecasts completed (52.3%). BLTE finished in 0.7s. ETA: 33.2s. Rate: 352.07 forecasts/min
[2025-12-26T20:36:08.112869] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.114500] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.115654] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-26T20:36:08.115709] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-26T20:36:08.115742] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-26T20:36:08.116626] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:08.116687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.118469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:08.119119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:08.119541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:08.132023] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.162056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:08.163097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.202499] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.205559] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-26T20:36:08.205649] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=64.3834%)
[2025-12-26T20:36:08.205807] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-26T20:36:08.205853] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-26T20:36:08.207680] [INFO ] [main      ] Progress: 215/409 forecasts completed (52.6%). WTBA finished in 0.6s. ETA: 33.0s. Rate: 352.70 forecasts/min
[2025-12-26T20:36:08.217219] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.218336] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-26T20:36:08.218387] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-26T20:36:08.218441] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-26T20:36:08.219287] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:08.219355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:08.224464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:08.281780] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.282489] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-26T20:36:08.282556] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=55.1157%)
[2025-12-26T20:36:08.282920] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-26T20:36:08.282971] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-26T20:36:08.283660] [INFO ] [main      ] Progress: 216/409 forecasts completed (52.8%). MBIN finished in 0.7s. ETA: 32.7s. Rate: 353.61 forecasts/min
[2025-12-26T20:36:08.294225] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.295316] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-26T20:36:08.295370] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-26T20:36:08.295401] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-26T20:36:08.296232] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:08.296291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.297991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:08.298503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:08.298937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:08.301295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:08.302316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.334348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:08.335405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.350311] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-26T20:36:08.350380] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=55.7169%)
[2025-12-26T20:36:08.350838] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-26T20:36:08.350891] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-26T20:36:08.351697] [INFO ] [main      ] Progress: 217/409 forecasts completed (53.1%). ARCO finished in 0.6s. ETA: 32.5s. Rate: 354.59 forecasts/min
[2025-12-26T20:36:08.361554] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.362669] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-26T20:36:08.362722] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-26T20:36:08.362753] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-26T20:36:08.363536] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:08.363615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.365299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:08.365819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:08.366250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:08.366652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:08.367535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:08.370049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.514800] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.638268] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.677685] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.689260] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.710169] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-26
[2025-12-26T20:36:08.745403] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-26T20:36:08.745471] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=25.7641%)
[2025-12-26T20:36:08.745839] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-26T20:36:08.745890] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-26T20:36:08.746655] [INFO ] [main      ] Progress: 218/409 forecasts completed (53.3%). IGSB finished in 0.6s. ETA: 32.5s. Rate: 352.43 forecasts/min
[2025-12-26T20:36:08.757223] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.758189] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-26T20:36:08.758244] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-26T20:36:08.761366] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-26T20:36:08.762214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:08.762274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.763976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:08.764477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:08.764881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:08.804562] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.845312] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.868381] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-26T20:36:08.868449] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=53.7471%)
[2025-12-26T20:36:08.868841] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-26T20:36:08.868915] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-26T20:36:08.868941] [INFO ] [main      ] Progress: 219/409 forecasts completed (53.5%). ABL finished in 0.6s. ETA: 32.3s. Rate: 352.89 forecasts/min
[2025-12-26T20:36:08.874042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.879119] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:08.880359] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.881408] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-26T20:36:08.881466] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-26T20:36:08.881498] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-26T20:36:08.882312] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:08.882371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.884078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:08.884612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:08.885494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.918379] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-26T20:36:08.918451] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=57.5233%)
[2025-12-26T20:36:08.918625] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-26T20:36:08.918669] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-26T20:36:08.919378] [INFO ] [main      ] Progress: 220/409 forecasts completed (53.8%). MCBS finished in 0.7s. ETA: 32.0s. Rate: 354.02 forecasts/min
[2025-12-26T20:36:08.931126] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.932502] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-26T20:36:08.932616] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-26T20:36:08.932676] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-26T20:36:08.933840] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:08.933920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:08.939812] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-26T20:36:08.939884] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=59.9368%)
[2025-12-26T20:36:08.940241] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-26T20:36:08.940290] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-26T20:36:08.940673] [INFO ] [main      ] Progress: 221/409 forecasts completed (54.0%). COTY finished in 0.6s. ETA: 31.7s. Rate: 355.42 forecasts/min
[2025-12-26T20:36:08.941603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:08.945316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:08.946807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:08.950849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:08.951072] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:08.952852] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-26T20:36:08.952913] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-26T20:36:08.952946] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-26T20:36:08.953939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:08.954005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:08.954817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:08.955891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:08.957701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:08.959430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:08.960396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:09.212128] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.297486] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.299911] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.359267] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.379432] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:09.465541] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:09.468214] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:09.477224] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-26T20:36:09.477291] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=59.2726%)
[2025-12-26T20:36:09.477451] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-26T20:36:09.477494] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-26T20:36:09.478655] [INFO ] [main      ] Progress: 222/409 forecasts completed (54.3%). CF finished in 0.7s. ETA: 31.9s. Rate: 351.96 forecasts/min
[2025-12-26T20:36:09.489510] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:09.490423] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-26T20:36:09.490474] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-26T20:36:09.490505] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-26T20:36:09.491329] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:09.491398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:09.492295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:09.493127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:09.494333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:09.525363] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:09.528633] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-26T20:36:09.528700] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=46.355%)
[2025-12-26T20:36:09.529088] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-26T20:36:09.529141] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-26T20:36:09.529641] [INFO ] [main      ] Progress: 223/409 forecasts completed (54.5%). HTD finished in 0.7s. ETA: 31.6s. Rate: 353.07 forecasts/min
[2025-12-26T20:36:09.540638] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:09.541563] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-26T20:36:09.541640] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-26T20:36:09.541672] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-26T20:36:09.542453] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:09.542512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:09.588301] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-26T20:36:09.588369] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=59.4912%)
[2025-12-26T20:36:09.588746] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-26T20:36:09.588798] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-26T20:36:09.588824] [INFO ] [main      ] Progress: 224/409 forecasts completed (54.8%). DKS finished in 0.6s. ETA: 31.3s. Rate: 354.10 forecasts/min
[2025-12-26T20:36:09.599694] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:09.600491] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-26T20:36:09.600549] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-26T20:36:09.600601] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-26T20:36:09.601391] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:09.601451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:09.603167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:09.603682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:09.604067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:09.618352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:09.620536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:09.621422] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-26T20:36:09.621491] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=72.3159%)
[2025-12-26T20:36:09.621818] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-26T20:36:09.621869] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-26T20:36:09.621969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:09.622791] [INFO ] [main      ] Progress: 225/409 forecasts completed (55.0%). PHIN finished in 0.7s. ETA: 31.1s. Rate: 355.36 forecasts/min
[2025-12-26T20:36:09.634435] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:09.635314] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-26T20:36:09.635380] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-26T20:36:09.635412] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-26T20:36:09.636222] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:09.636282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:09.641063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:09.642022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:09.643732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:09.653792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:09.655716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:09.716245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:09.719349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:09.720395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:09.829465] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.957616] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-26
[2025-12-26T20:36:09.991658] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.000104] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.054933] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.067891] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-26T20:36:10.067961] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=50.5151%)
[2025-12-26T20:36:10.068355] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-26T20:36:10.068414] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-26T20:36:10.068653] [INFO ] [main      ] Progress: 226/409 forecasts completed (55.3%). RILY finished in 0.6s. ETA: 31.1s. Rate: 352.80 forecasts/min
[2025-12-26T20:36:10.081223] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.082168] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-26T20:36:10.082221] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-26T20:36:10.082254] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-26T20:36:10.083125] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:10.083189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:10.084954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:10.085478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:10.127097] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.137018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:10.155940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:10.157557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:10.160377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.168678] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.197051] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-26T20:36:10.197122] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=2.92% (Conf=56.6818%)
[2025-12-26T20:36:10.197637] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-26T20:36:10.197690] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-26T20:36:10.197642] [INFO ] [main      ] Progress: 227/409 forecasts completed (55.5%). NEOG finished in 0.7s. ETA: 30.9s. Rate: 353.17 forecasts/min
[2025-12-26T20:36:10.208987] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.210060] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-26T20:36:10.210111] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-26T20:36:10.210142] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-26T20:36:10.210949] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:10.211009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:10.221450] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.250014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:10.251268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:10.253080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:10.255726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.256675] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-26T20:36:10.256745] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=58.0423%)
[2025-12-26T20:36:10.257121] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-26T20:36:10.257172] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-26T20:36:10.257156] [INFO ] [main      ] Progress: 228/409 forecasts completed (55.7%). RUSHA finished in 0.7s. ETA: 30.7s. Rate: 354.18 forecasts/min
[2025-12-26T20:36:10.269331] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.270267] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-26T20:36:10.270317] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-26T20:36:10.270348] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-26T20:36:10.271169] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:10.271228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:10.276026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:10.277804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:10.278271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:10.278672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.292971] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-26T20:36:10.293039] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=55.3167%)
[2025-12-26T20:36:10.293392] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-26T20:36:10.293440] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-26T20:36:10.294017] [INFO ] [main      ] Progress: 229/409 forecasts completed (56.0%). AUDC finished in 0.7s. ETA: 30.4s. Rate: 355.40 forecasts/min
[2025-12-26T20:36:10.306661] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.307745] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-26T20:36:10.307801] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-26T20:36:10.307832] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-26T20:36:10.308820] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:10.308907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:10.313655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:10.315408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:10.315936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:10.316385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.511436] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.596602] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.622779] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.654675] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-26
[2025-12-26T20:36:10.679439] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.765940] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.792509] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.813237] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-26T20:36:10.813307] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=61.376%)
[2025-12-26T20:36:10.813674] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-26T20:36:10.813724] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-26T20:36:10.814674] [INFO ] [main      ] Progress: 230/409 forecasts completed (56.2%). KEYS finished in 0.7s. ETA: 30.5s. Rate: 352.21 forecasts/min
[2025-12-26T20:36:10.823868] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:10.825356] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.826370] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-26T20:36:10.826419] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-26T20:36:10.826450] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-26T20:36:10.827254] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:10.827316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:10.829872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:10.831537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:10.851746] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-26T20:36:10.851815] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=61.1927%)
[2025-12-26T20:36:10.851982] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-26T20:36:10.852024] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-26T20:36:10.852884] [INFO ] [main      ] Progress: 231/409 forecasts completed (56.5%). ARI finished in 0.6s. ETA: 30.2s. Rate: 353.39 forecasts/min
[2025-12-26T20:36:10.864419] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.865609] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-26T20:36:10.865660] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-26T20:36:10.865692] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-26T20:36:10.866484] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:10.866755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:10.871926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:10.872896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.878608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:10.882951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:10.885281] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-26T20:36:10.885351] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=62.3143%)
[2025-12-26T20:36:10.885728] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-26T20:36:10.885780] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-26T20:36:10.886650] [INFO ] [main      ] Progress: 232/409 forecasts completed (56.7%). MRVL finished in 0.7s. ETA: 29.9s. Rate: 354.62 forecasts/min
[2025-12-26T20:36:10.897034] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.897210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:10.898105] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-26T20:36:10.898158] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-26T20:36:10.898189] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-26T20:36:10.898981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:10.899060] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-26T20:36:10.899131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:10.900507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:10.904035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:10.905836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:10.906314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:10.906769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:10.907157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:10.907904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:10.908710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:10.911170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:10.947382] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-26T20:36:10.947454] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-4.85% (Conf=56.7246%)
[2025-12-26T20:36:10.947637] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-26T20:36:10.947682] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-26T20:36:10.949634] [INFO ] [main      ] Progress: 233/409 forecasts completed (57.0%). SMTC finished in 0.7s. ETA: 29.7s. Rate: 355.58 forecasts/min
[2025-12-26T20:36:10.960494] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:10.961437] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-26T20:36:10.961494] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-26T20:36:10.961526] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-26T20:36:10.962330] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:10.962388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:11.013524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:11.016598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.025225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:11.027264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:11.066169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:11.067466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:11.116794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:11.117938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:11.119268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:11.195180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.213404] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-26
[2025-12-26T20:36:11.240014] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-26
[2025-12-26T20:36:11.362217] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-26
[2025-12-26T20:36:11.382613] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:11.410189] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:11.487425] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-26T20:36:11.487494] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=46.1008%)
[2025-12-26T20:36:11.487862] [INFO ] [main      ] Progress: 234/409 forecasts completed (57.2%). ALG finished in 0.6s. ETA: 29.8s. Rate: 352.28 forecasts/min
[2025-12-26T20:36:11.487990] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-26T20:36:11.488033] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-26T20:36:11.498619] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:11.500172] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-26T20:36:11.500224] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-26T20:36:11.500255] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-26T20:36:11.501055] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:11.501115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:11.505940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:11.507730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:11.508195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:11.510197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:11.510935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:11.512483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.530931] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:11.535777] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-26
[2025-12-26T20:36:11.543194] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-26T20:36:11.543263] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=27.7051%)
[2025-12-26T20:36:11.543424] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-26T20:36:11.543468] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-26T20:36:11.543847] [INFO ] [main      ] Progress: 235/409 forecasts completed (57.5%). EVSD finished in 0.7s. ETA: 29.6s. Rate: 353.29 forecasts/min
[2025-12-26T20:36:11.556906] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:11.559436] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-26T20:36:11.559493] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-26T20:36:11.559532] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-26T20:36:11.560362] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:11.560425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:11.562168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:11.562734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:11.563802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:11.565861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.643457] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-26T20:36:11.643528] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=58.1687%)
[2025-12-26T20:36:11.643716] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-26T20:36:11.643761] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-26T20:36:11.644918] [INFO ] [main      ] Progress: 236/409 forecasts completed (57.7%). HALO finished in 0.7s. ETA: 29.3s. Rate: 353.90 forecasts/min
[2025-12-26T20:36:11.656630] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:11.657533] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-26T20:36:11.657611] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-26T20:36:11.657645] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-26T20:36:11.658764] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:11.658828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:11.660567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:11.661124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:11.661593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:11.665477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:11.666470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:11.667783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:11.670294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.711354] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:11.783529] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-26T20:36:11.783632] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-26T20:36:11.784001] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-26T20:36:11.784053] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-26T20:36:11.784667] [INFO ] [main      ] Progress: 237/409 forecasts completed (57.9%). SBI finished in 0.9s. ETA: 29.1s. Rate: 354.16 forecasts/min
[2025-12-26T20:36:11.796100] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:11.797004] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-26T20:36:11.797056] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-26T20:36:11.797088] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-26T20:36:11.797910] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:11.797972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:11.803110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:11.804923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:11.805409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:11.805825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:11.921734] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-26
[2025-12-26T20:36:11.938550] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.025344] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.101685] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.114827] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.158849] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.192975] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-26T20:36:12.193053] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=43.9866%)
[2025-12-26T20:36:12.193227] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-26T20:36:12.193271] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-26T20:36:12.194029] [INFO ] [main      ] Progress: 238/409 forecasts completed (58.2%). MAXI finished in 0.7s. ETA: 29.1s. Rate: 352.06 forecasts/min
[2025-12-26T20:36:12.195703] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.204639] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.205303] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-26T20:36:12.205358] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-26T20:36:12.205390] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-26T20:36:12.206189] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:12.206249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:12.245611] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-26T20:36:12.245682] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=57.2798%)
[2025-12-26T20:36:12.246767] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-26T20:36:12.246818] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-26T20:36:12.248652] [INFO ] [main      ] Progress: 239/409 forecasts completed (58.4%). TRI finished in 0.7s. ETA: 28.9s. Rate: 353.07 forecasts/min
[2025-12-26T20:36:12.256390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:12.259340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:12.260758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:12.261602] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.261896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:12.262438] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-26T20:36:12.262490] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-26T20:36:12.262521] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-26T20:36:12.263329] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:12.263391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:12.268179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:12.270069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:12.270595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:12.271005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:12.271788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:12.277329] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-26T20:36:12.277396] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=60.8799%)
[2025-12-26T20:36:12.277761] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-26T20:36:12.277812] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-26T20:36:12.278625] [INFO ] [main      ] Progress: 240/409 forecasts completed (58.7%). PRAA finished in 0.6s. ETA: 28.6s. Rate: 354.28 forecasts/min
[2025-12-26T20:36:12.289158] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.290132] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-26T20:36:12.290182] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-26T20:36:12.290213] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-26T20:36:12.291026] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:12.291085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:12.333007] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.400314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:12.401313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:12.402004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:12.403414] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-26T20:36:12.403503] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=59.6899%)
[2025-12-26T20:36:12.403703] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-26T20:36:12.403751] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-26T20:36:12.405668] [INFO ] [main      ] Progress: 241/409 forecasts completed (58.9%). GTY finished in 0.6s. ETA: 28.4s. Rate: 354.65 forecasts/min
[2025-12-26T20:36:12.406045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:12.417120] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.419372] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-26T20:36:12.419432] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-26T20:36:12.419464] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-26T20:36:12.420312] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:12.420373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:12.422425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:12.422972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:12.423418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:12.530816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:12.604092] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.624136] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.755822] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.772837] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.800085] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.857401] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-26T20:36:12.857468] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=64.553%)
[2025-12-26T20:36:12.857828] [INFO ] [main      ] Progress: 242/409 forecasts completed (59.2%). MGA finished in 0.7s. ETA: 28.4s. Rate: 352.22 forecasts/min
[2025-12-26T20:36:12.857953] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-26T20:36:12.857996] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-26T20:36:12.858205] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-26T20:36:12.858271] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=54.9399%)
[2025-12-26T20:36:12.858431] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-26T20:36:12.858474] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-26T20:36:12.858752] [INFO ] [main      ] Progress: 243/409 forecasts completed (59.4%). VCSH finished in 0.6s. ETA: 28.2s. Rate: 353.66 forecasts/min
[2025-12-26T20:36:12.868670] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.869506] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-26T20:36:12.869557] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-26T20:36:12.869609] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-26T20:36:12.870371] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:12.870435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:12.870371] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:12.871176] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-26T20:36:12.871255] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-26T20:36:12.871289] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-26T20:36:12.872121] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:12.872187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:12.872968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:12.875288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:12.876117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:12.876687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:12.878628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:12.879124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:12.880539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:12.882165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:12.883202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:12.883898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:12.887701] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-26
[2025-12-26T20:36:12.932623] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:12.990124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:12.992272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:12.993748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:12.995014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:12.996805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:12.997171] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-26T20:36:12.997239] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-2.57% (Conf=51.7373%)
[2025-12-26T20:36:12.997298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:12.997395] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-26T20:36:12.997438] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-26T20:36:12.997874] [INFO ] [main      ] Progress: 244/409 forecasts completed (59.7%). FNKO finished in 0.7s. ETA: 28.0s. Rate: 353.92 forecasts/min
[2025-12-26T20:36:12.998416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:13.001490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:36:13.004029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.009370] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.010171] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-26T20:36:13.010227] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-26T20:36:13.010259] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-26T20:36:13.011075] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:13.011135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:13.015914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:13.017686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:13.018178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:13.018561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:13.019423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.073471] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:13.149644] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-26T20:36:13.149736] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=44.1431%)
[2025-12-26T20:36:13.149914] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-26T20:36:13.149961] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-26T20:36:13.150866] [INFO ] [main      ] Progress: 245/409 forecasts completed (59.9%). PUBM finished in 0.7s. ETA: 27.8s. Rate: 354.07 forecasts/min
[2025-12-26T20:36:13.164010] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.164993] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-26T20:36:13.165060] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-26T20:36:13.165106] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-26T20:36:13.166001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:13.166063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:13.171347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:13.173610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.222666] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.344973] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.354667] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.392951] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:13.451331] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-26T20:36:13.451399] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=38.2694%)
[2025-12-26T20:36:13.451772] [INFO ] [main      ] Progress: 246/409 forecasts completed (60.1%). NXC finished in 0.6s. ETA: 27.7s. Rate: 352.95 forecasts/min
[2025-12-26T20:36:13.451903] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-26T20:36:13.451946] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-26T20:36:13.462387] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.463272] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-26T20:36:13.463666] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-26T20:36:13.463701] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-26T20:36:13.464464] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:13.464524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:13.469319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:13.470277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:13.472902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:13.474841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:13.475916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.513070] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:13.521968] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:13.524595] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.593279] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-26T20:36:13.593349] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=56.0922%)
[2025-12-26T20:36:13.593511] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-26T20:36:13.593553] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-26T20:36:13.593877] [INFO ] [main      ] Progress: 247/409 forecasts completed (60.4%). HOMB finished in 0.7s. ETA: 27.5s. Rate: 353.19 forecasts/min
[2025-12-26T20:36:13.606654] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.607522] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-26T20:36:13.607590] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-26T20:36:13.607624] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-26T20:36:13.607989] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-26T20:36:13.608056] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=4.37% (Conf=43.6884%)
[2025-12-26T20:36:13.608214] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-26T20:36:13.608257] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-26T20:36:13.608420] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:13.608480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:13.608740] [INFO ] [main      ] Progress: 248/409 forecasts completed (60.6%). NAAS finished in 0.6s. ETA: 27.3s. Rate: 354.49 forecasts/min
[2025-12-26T20:36:13.610223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:13.610788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:13.614975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.620078] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.621276] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-26T20:36:13.621329] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-26T20:36:13.621360] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-26T20:36:13.622152] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:13.622210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:13.627045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:13.627751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.692850] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:13.753357] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-26T20:36:13.753430] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=60.9547%)
[2025-12-26T20:36:13.753834] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-26T20:36:13.754216] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-26T20:36:13.754673] [INFO ] [main      ] Progress: 249/409 forecasts completed (60.9%). KRNY finished in 0.6s. ETA: 27.1s. Rate: 354.69 forecasts/min
[2025-12-26T20:36:13.765473] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:13.766545] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-26T20:36:13.766613] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-26T20:36:13.766647] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-26T20:36:13.767434] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:13.767495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:13.772273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:13.774061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:13.774539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:13.774946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:13.777244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:13.819544] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.827884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:13.828592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:13.829618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:13.955706] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.970296] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-26
[2025-12-26T20:36:13.987757] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.058830] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-26T20:36:14.058920] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=52.4144%)
[2025-12-26T20:36:14.059299] [INFO ] [main      ] Progress: 250/409 forecasts completed (61.1%). MCI finished in 0.6s. ETA: 27.0s. Rate: 353.56 forecasts/min
[2025-12-26T20:36:14.059422] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-26T20:36:14.059464] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-26T20:36:14.070310] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.071186] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-26T20:36:14.071237] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-26T20:36:14.071267] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-26T20:36:14.072064] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:14.072124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:14.073830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:14.074331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:14.074740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:14.126228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:14.127518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:36:14.128225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:14.135355] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.149523] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.170523] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-26
[2025-12-26T20:36:14.206796] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-26T20:36:14.206869] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=65.7706%)
[2025-12-26T20:36:14.207044] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-26T20:36:14.207090] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-26T20:36:14.207881] [INFO ] [main      ] Progress: 251/409 forecasts completed (61.4%). GTX finished in 0.6s. ETA: 26.8s. Rate: 353.73 forecasts/min
[2025-12-26T20:36:14.218541] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.219545] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-26T20:36:14.219655] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-26T20:36:14.219701] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-26T20:36:14.220567] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:14.220654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:14.222121] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-26T20:36:14.222387] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=65.8947%)
[2025-12-26T20:36:14.222569] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-26T20:36:14.222637] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-26T20:36:14.222760] [INFO ] [main      ] Progress: 252/409 forecasts completed (61.6%). WBX finished in 0.6s. ETA: 26.5s. Rate: 355.02 forecasts/min
[2025-12-26T20:36:14.226563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:14.227774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:14.229032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:14.230523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:14.234995] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.236804] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-26T20:36:14.236860] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-26T20:36:14.236892] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-26T20:36:14.237731] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:14.237791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:14.242802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:14.244619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:14.245112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:14.245504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:14.247855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:14.252057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:14.343868] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.412118] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-26T20:36:14.412188] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=51.1181%)
[2025-12-26T20:36:14.412535] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-26T20:36:14.412602] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-26T20:36:14.412666] [INFO ] [main      ] Progress: 253/409 forecasts completed (61.9%). QYLG finished in 0.7s. ETA: 26.4s. Rate: 354.84 forecasts/min
[2025-12-26T20:36:14.423863] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.424960] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-26T20:36:14.425012] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-26T20:36:14.425043] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-26T20:36:14.425853] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:14.425915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:14.427617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:14.428127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:14.428513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:14.429301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:14.430136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:14.469193] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-26
[2025-12-26T20:36:14.503968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:14.584632] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-26
[2025-12-26T20:36:14.586318] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-26
[2025-12-26T20:36:14.639926] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.703016] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-26T20:36:14.703091] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=50.1663%)
[2025-12-26T20:36:14.703463] [INFO ] [main      ] Progress: 254/409 forecasts completed (62.1%). NABL finished in 0.6s. ETA: 26.3s. Rate: 353.84 forecasts/min
[2025-12-26T20:36:14.703747] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-26T20:36:14.703793] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-26T20:36:14.715628] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.717233] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-26T20:36:14.717291] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-26T20:36:14.717323] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-26T20:36:14.718165] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:14.718225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:14.723127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:14.724011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:14.724866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:14.751396] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.754289] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:14.842088] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-26
[2025-12-26T20:36:14.946156] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-26T20:36:14.946223] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-46.99% (Conf=58.5843%)
[2025-12-26T20:36:14.946378] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-26T20:36:14.946421] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-26T20:36:14.946591] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-26T20:36:14.946671] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-26.89% (Conf=29.7596%)
[2025-12-26T20:36:14.946826] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-26T20:36:14.946871] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-26T20:36:14.946899] [INFO ] [main      ] Progress: 255/409 forecasts completed (62.3%). TSDD finished in 0.7s. ETA: 26.2s. Rate: 353.24 forecasts/min
[2025-12-26T20:36:14.947265] [INFO ] [main      ] Progress: 256/409 forecasts completed (62.6%). CNSP finished in 0.7s. ETA: 25.9s. Rate: 354.62 forecasts/min
[2025-12-26T20:36:14.958191] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.958315] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:14.959302] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-26T20:36:14.959324] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-26T20:36:14.959358] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-26T20:36:14.959383] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-26T20:36:14.959390] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-26T20:36:14.959418] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-26T20:36:14.960193] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:14.960255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:14.960297] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:14.962881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:14.965060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:14.966842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:14.967354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:14.967758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:14.967850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:14.968608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:14.969717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:14.970205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:14.970619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:14.973022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:14.975775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.006878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.009993] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.068524] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.084136] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-26T20:36:15.084205] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=51.7626%)
[2025-12-26T20:36:15.084558] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-26T20:36:15.084627] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-26T20:36:15.084663] [INFO ] [main      ] Progress: 257/409 forecasts completed (62.8%). NLOP finished in 0.7s. ETA: 25.7s. Rate: 354.88 forecasts/min
[2025-12-26T20:36:15.096317] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:15.097300] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-26T20:36:15.097351] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-26T20:36:15.097382] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-26T20:36:15.098198] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:15.098258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:15.103096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:15.103919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:15.105062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:15.108941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:15.110023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.238554] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.311913] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.321043] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-26T20:36:15.321119] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=36.3287%)
[2025-12-26T20:36:15.321439] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-26T20:36:15.321488] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-26T20:36:15.322369] [INFO ] [main      ] Progress: 258/409 forecasts completed (63.1%). WBTN finished in 0.6s. ETA: 25.6s. Rate: 354.32 forecasts/min
[2025-12-26T20:36:15.332076] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:15.333005] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-26T20:36:15.333060] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-26T20:36:15.333092] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-26T20:36:15.333887] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:15.333957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:15.336346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:15.341609] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.413851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:15.415318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:15.416062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:15.418941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.459720] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.484277] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.513178] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.545212] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-26T20:36:15.545283] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=56.5313%)
[2025-12-26T20:36:15.545457] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-26T20:36:15.545502] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-26T20:36:15.545985] [INFO ] [main      ] Progress: 259/409 forecasts completed (63.3%). SIEB finished in 0.6s. ETA: 25.4s. Rate: 353.88 forecasts/min
[2025-12-26T20:36:15.557445] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:15.558344] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-26T20:36:15.558396] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-26T20:36:15.558427] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-26T20:36:15.559265] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:15.559327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:15.564203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:15.565992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:15.566456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:15.604830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:15.605936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.616667] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-26T20:36:15.616735] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=43.5309%)
[2025-12-26T20:36:15.616911] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-26T20:36:15.616955] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-26T20:36:15.617835] [INFO ] [main      ] Progress: 260/409 forecasts completed (63.6%). KMX finished in 0.7s. ETA: 25.2s. Rate: 354.67 forecasts/min
[2025-12-26T20:36:15.628381] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:15.629451] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-26T20:36:15.629509] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-26T20:36:15.629541] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-26T20:36:15.630233] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.630354] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:15.630415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:15.632094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:15.632639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:15.633041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:15.633912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:15.635425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.724229] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-26T20:36:15.724296] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=56.6925%)
[2025-12-26T20:36:15.724670] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-26T20:36:15.724721] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-26T20:36:15.725643] [INFO ] [main      ] Progress: 261/409 forecasts completed (63.8%). BOH finished in 0.6s. ETA: 25.0s. Rate: 355.16 forecasts/min
[2025-12-26T20:36:15.736705] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:15.737674] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-26T20:36:15.737725] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-26T20:36:15.737757] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-26T20:36:15.738534] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:15.738610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:15.740392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:15.740938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:15.741341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:15.765365] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.936243] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:15.941515] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-26
[2025-12-26T20:36:15.970286] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.007054] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-26T20:36:16.007130] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=18.12% (Conf=59.5977%)
[2025-12-26T20:36:16.007502] [INFO ] [main      ] Progress: 262/409 forecasts completed (64.1%). VEEE finished in 0.7s. ETA: 24.9s. Rate: 354.26 forecasts/min
[2025-12-26T20:36:16.007727] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-26T20:36:16.007772] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-26T20:36:16.018728] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.019781] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-26T20:36:16.019833] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-26T20:36:16.019865] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-26T20:36:16.020659] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:16.020719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:16.025481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:16.027915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:16.081111] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.109737] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.136227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:16.144675] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.150831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:16.152279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.185897] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-26T20:36:16.185968] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=54.489%)
[2025-12-26T20:36:16.186410] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-26T20:36:16.186468] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-26T20:36:16.186660] [INFO ] [main      ] Progress: 263/409 forecasts completed (64.3%). STK finished in 0.6s. ETA: 24.7s. Rate: 354.18 forecasts/min
[2025-12-26T20:36:16.197943] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.199086] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-26T20:36:16.199140] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-26T20:36:16.199171] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-26T20:36:16.200014] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:16.200074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:16.200990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:16.203490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:16.204480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:16.205520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.252560] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.326719] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-26T20:36:16.326787] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-76.90% (Conf=37.878%)
[2025-12-26T20:36:16.326944] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-26T20:36:16.326988] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-26T20:36:16.328740] [INFO ] [main      ] Progress: 264/409 forecasts completed (64.5%). HOLO finished in 0.7s. ETA: 24.5s. Rate: 354.40 forecasts/min
[2025-12-26T20:36:16.338750] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.339698] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-26T20:36:16.339752] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-26T20:36:16.339783] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-26T20:36:16.340568] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:16.340650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:16.345590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:16.347347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:16.347856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:16.348250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:16.349906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:16.363226] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-26T20:36:16.363316] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-1.69% (Conf=67.6611%)
[2025-12-26T20:36:16.363795] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-26T20:36:16.363861] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-26T20:36:16.364633] [INFO ] [main      ] Progress: 265/409 forecasts completed (64.8%). ACM finished in 0.6s. ETA: 24.3s. Rate: 355.45 forecasts/min
[2025-12-26T20:36:16.375845] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.376953] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-26T20:36:16.377007] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-26T20:36:16.377040] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-26T20:36:16.377890] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:16.377951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:16.378898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:16.383520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:16.384290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:16.386054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.389127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:16.390677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:16.391342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:16.394298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:16.395899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.492764] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.549029] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.667221] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.718966] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.728479] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.747134] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-26
[2025-12-26T20:36:16.785808] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-26T20:36:16.785877] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=16.40% (Conf=58.8929%)
[2025-12-26T20:36:16.786335] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-26T20:36:16.786387] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-26T20:36:16.786424] [INFO ] [main      ] Progress: 266/409 forecasts completed (65.0%). JVA finished in 0.6s. ETA: 24.3s. Rate: 353.46 forecasts/min
[2025-12-26T20:36:16.797451] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.798282] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-26T20:36:16.798332] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-26T20:36:16.798364] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-26T20:36:16.799206] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:16.799270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:16.801061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:16.801563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:16.801975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:16.802732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:16.803428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:16.806128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:16.811403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:16.812886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.905805] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.906913] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-26T20:36:16.906981] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-1.68% (Conf=60.2298%)
[2025-12-26T20:36:16.907370] [INFO ] [main      ] Progress: 267/409 forecasts completed (65.3%). TXRH finished in 0.9s. ETA: 24.1s. Rate: 353.84 forecasts/min
[2025-12-26T20:36:16.907498] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-26T20:36:16.907541] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-26T20:36:16.914436] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:16.918130] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.918939] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-26T20:36:16.918991] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-26T20:36:16.919021] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-26T20:36:16.919843] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:16.919906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:16.921653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:16.922156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:16.922617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:16.923011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:16.969082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:16.970231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:16.971835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:16.983266] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-26T20:36:16.983336] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=2.88% (Conf=49.3732%)
[2025-12-26T20:36:16.983498] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-26T20:36:16.983541] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-26T20:36:16.983888] [INFO ] [main      ] Progress: 268/409 forecasts completed (65.5%). REFI finished in 0.7s. ETA: 23.9s. Rate: 354.57 forecasts/min
[2025-12-26T20:36:16.995955] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:16.996801] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-26T20:36:16.996852] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-26T20:36:16.996883] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-26T20:36:16.997702] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:16.997762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:17.002701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:17.030065] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-26T20:36:17.030136] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=10.73% (Conf=49.6509%)
[2025-12-26T20:36:17.030546] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-26T20:36:17.030613] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-26T20:36:17.030646] [INFO ] [main      ] Progress: 269/409 forecasts completed (65.8%). VAC finished in 0.7s. ETA: 23.6s. Rate: 355.53 forecasts/min
[2025-12-26T20:36:17.042804] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:17.044596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:17.044702] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-26T20:36:17.044762] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-26T20:36:17.044794] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-26T20:36:17.045682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:17.045682] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:17.045756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:17.046484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:17.046893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.050852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:17.053252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.162107] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-26
[2025-12-26T20:36:17.331131] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-26
[2025-12-26T20:36:17.335829] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:17.390510] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-26
[2025-12-26T20:36:17.401802] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-26T20:36:17.401873] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=56.8894%)
[2025-12-26T20:36:17.402036] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-26T20:36:17.402080] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-26T20:36:17.403664] [INFO ] [main      ] Progress: 270/409 forecasts completed (66.0%). BANX finished in 0.6s. ETA: 23.6s. Rate: 353.94 forecasts/min
[2025-12-26T20:36:17.404001] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-26
[2025-12-26T20:36:17.413612] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:17.414653] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-26T20:36:17.414706] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-26T20:36:17.414738] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-26T20:36:17.415535] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:17.415615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:17.420589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:17.422397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:17.422909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:17.423296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:17.424219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:17.499559] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:17.535093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.557648] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:17.564023] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-26T20:36:17.564096] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=1.94% (Conf=60.7176%)
[2025-12-26T20:36:17.564260] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-26T20:36:17.564314] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-26T20:36:17.565117] [INFO ] [main      ] Progress: 271/409 forecasts completed (66.3%). BHFAM finished in 0.7s. ETA: 23.4s. Rate: 354.00 forecasts/min
[2025-12-26T20:36:17.576142] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:17.577206] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-26T20:36:17.577259] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-26T20:36:17.577290] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-26T20:36:17.578126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:17.578185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:17.579242] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:17.582983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:17.584785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:17.585250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:17.586864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.634172] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-26T20:36:17.634239] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=45.3705%)
[2025-12-26T20:36:17.634770] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-26T20:36:17.634815] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-26T20:36:17.636746] [INFO ] [main      ] Progress: 272/409 forecasts completed (66.5%). ALHC finished in 0.7s. ETA: 23.2s. Rate: 354.76 forecasts/min
[2025-12-26T20:36:17.649290] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:17.650244] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-26T20:36:17.650297] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-26T20:36:17.650329] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-26T20:36:17.651181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:17.651242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:17.656207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:17.657061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:17.657692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:17.659317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.660848] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-26T20:36:17.660912] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=59.9373%)
[2025-12-26T20:36:17.661068] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-26T20:36:17.661112] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-26T20:36:17.661845] [INFO ] [main      ] Progress: 273/409 forecasts completed (66.7%). TRMK finished in 0.6s. ETA: 22.9s. Rate: 355.87 forecasts/min
[2025-12-26T20:36:17.672625] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:17.673606] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-26T20:36:17.673658] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-26T20:36:17.673689] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-26T20:36:17.674482] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:17.674539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:17.675265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:17.675999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:17.871417] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-26
[2025-12-26T20:36:17.946055] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.003191] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.016077] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.038619] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.110136] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-26T20:36:18.110219] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=57.4301%)
[2025-12-26T20:36:18.110568] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-26T20:36:18.110636] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-26T20:36:18.110656] [INFO ] [main      ] Progress: 274/409 forecasts completed (67.0%). BXSL finished in 0.7s. ETA: 22.9s. Rate: 353.72 forecasts/min
[2025-12-26T20:36:18.118614] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.122145] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.123070] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-26T20:36:18.123120] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-26T20:36:18.123151] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-26T20:36:18.123983] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:18.124043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.125781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:18.126282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:18.126744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.177843] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.209761] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.243336] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-26T20:36:18.243410] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=61.5047%)
[2025-12-26T20:36:18.243789] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-26T20:36:18.243840] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-26T20:36:18.244883] [INFO ] [main      ] Progress: 275/409 forecasts completed (67.2%). VCRB finished in 0.6s. ETA: 22.7s. Rate: 353.99 forecasts/min
[2025-12-26T20:36:18.256434] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.257693] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-26T20:36:18.257749] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-26T20:36:18.257780] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-26T20:36:18.258632] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:18.258691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:18.263533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.265453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:18.265994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:18.266377] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-26T20:36:18.266389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:18.266447] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=5.41% (Conf=51.4083%)
[2025-12-26T20:36:18.266818] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-26T20:36:18.266830] [INFO ] [main      ] Progress: 276/409 forecasts completed (67.5%). SQQQ finished in 0.7s. ETA: 22.5s. Rate: 355.11 forecasts/min
[2025-12-26T20:36:18.266871] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-26T20:36:18.267534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.279446] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.280460] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-26T20:36:18.280514] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-26T20:36:18.280546] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-26T20:36:18.281369] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:18.281430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.283173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:18.283710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.284924] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-26T20:36:18.284983] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=57.4076%)
[2025-12-26T20:36:18.285392] [INFO ] [main      ] Progress: 277/409 forecasts completed (67.7%). METCB finished in 0.6s. ETA: 22.2s. Rate: 356.25 forecasts/min
[2025-12-26T20:36:18.285498] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-26T20:36:18.285561] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-26T20:36:18.297195] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.298355] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-26T20:36:18.298406] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-26T20:36:18.298437] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-26T20:36:18.299281] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:18.299341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.301178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:18.301739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:18.302130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:18.303457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:18.304147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.466359] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.611119] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.623047] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.638227] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.639636] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-26
[2025-12-26T20:36:18.702397] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-26T20:36:18.702468] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=2.29% (Conf=58.4762%)
[2025-12-26T20:36:18.702944] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-26T20:36:18.702997] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-26T20:36:18.703670] [INFO ] [main      ] Progress: 278/409 forecasts completed (68.0%). INDI finished in 0.6s. ETA: 22.2s. Rate: 354.36 forecasts/min
[2025-12-26T20:36:18.715605] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.716628] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-26T20:36:18.716678] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-26T20:36:18.716709] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-26T20:36:18.717526] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:18.717602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:18.722727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.785316] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.796505] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.824280] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:18.844345] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-26T20:36:18.844413] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.5687%)
[2025-12-26T20:36:18.844591] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-26T20:36:18.844635] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-26T20:36:18.846389] [INFO ] [main      ] Progress: 279/409 forecasts completed (68.2%). PDBC finished in 0.6s. ETA: 22.0s. Rate: 354.56 forecasts/min
[2025-12-26T20:36:18.856265] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.857291] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-26T20:36:18.857351] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-26T20:36:18.857384] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-26T20:36:18.858216] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-26T20:36:18.883326] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-26T20:36:18.883388] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=51.8864%)
[2025-12-26T20:36:18.883788] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-26T20:36:18.883840] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-26T20:36:18.884625] [INFO ] [main      ] Progress: 280/409 forecasts completed (68.5%). DVN finished in 0.6s. ETA: 21.8s. Rate: 355.54 forecasts/min
[2025-12-26T20:36:18.894005] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-26T20:36:18.894090] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-3.07% (Conf=67.1164%)
[2025-12-26T20:36:18.894261] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-26T20:36:18.894305] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-26T20:36:18.894477] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.895470] [INFO ] [main      ] Progress: 281/409 forecasts completed (68.7%). PAYO finished in 0.6s. ETA: 21.5s. Rate: 356.73 forecasts/min
[2025-12-26T20:36:18.896346] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-26T20:36:18.896399] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-26T20:36:18.896430] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-26T20:36:18.897251] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-26T20:36:18.897321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:18.902310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.904162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:18.904645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:18.905030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:18.907559] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:18.908470] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-26T20:36:18.908537] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-26T20:36:18.908604] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-26T20:36:18.909468] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:18.909551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:18.914742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:18.916709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:18.917245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:18.917768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:18.923131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:18.924252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:18.924752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:18.926439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:18.927536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:18.928282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:18.929806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:18.931124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:18.933430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:19.059501] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.204722] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.228551] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:19.266610] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.276698] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.282389] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-26T20:36:19.282458] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=47.227%)
[2025-12-26T20:36:19.282638] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-26T20:36:19.282683] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-26T20:36:19.282855] [INFO ] [main      ] Progress: 282/409 forecasts completed (68.9%). MNY finished in 0.6s. ETA: 21.5s. Rate: 355.09 forecasts/min
[2025-12-26T20:36:19.294360] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:19.295377] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-26T20:36:19.295426] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-26T20:36:19.295457] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-26T20:36:19.296275] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:19.296337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:19.301310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:19.303147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:19.303654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:19.304087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:19.304478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:19.305484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:19.306178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:19.376058] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:19.433346] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:19.451815] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:19.455453] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-26T20:36:19.455518] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=54.4664%)
[2025-12-26T20:36:19.455867] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-26T20:36:19.455919] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-26T20:36:19.456624] [INFO ] [main      ] Progress: 283/409 forecasts completed (69.2%). GIS finished in 0.6s. ETA: 21.3s. Rate: 355.06 forecasts/min
[2025-12-26T20:36:19.467522] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:19.468688] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-26T20:36:19.468742] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-26T20:36:19.468773] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-26T20:36:19.469616] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:19.469677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:19.474665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:19.476548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:19.477074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:19.477541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:19.477963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:19.479018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:19.508142] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-26T20:36:19.508213] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-3.90% (Conf=64.626%)
[2025-12-26T20:36:19.508619] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-26T20:36:19.508673] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-26T20:36:19.508640] [INFO ] [main      ] Progress: 284/409 forecasts completed (69.4%). VTS finished in 0.6s. ETA: 21.1s. Rate: 355.92 forecasts/min
[2025-12-26T20:36:19.521570] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:19.522520] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-26T20:36:19.522592] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-26T20:36:19.522628] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-26T20:36:19.523462] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:19.523524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:19.525625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:19.526288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:19.527141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:19.528250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:19.593564] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-26T20:36:19.593664] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=44.5386%)
[2025-12-26T20:36:19.593833] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-26T20:36:19.593883] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-26T20:36:19.595322] [INFO ] [main      ] Progress: 285/409 forecasts completed (69.7%). SWZ finished in 0.7s. ETA: 20.9s. Rate: 356.53 forecasts/min
[2025-12-26T20:36:19.608077] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:19.609197] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-26T20:36:19.609263] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-26T20:36:19.609302] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-26T20:36:19.610378] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:19.610454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:19.616708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:19.618721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:19.619336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:19.619763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:19.621401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:19.646651] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.659889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:19.710222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:19.711143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:19.713177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:19.817526] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:19.824797] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.881076] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-26T20:36:19.881153] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=47.4906%)
[2025-12-26T20:36:19.881523] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-26T20:36:19.881588] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-26T20:36:19.881670] [INFO ] [main      ] Progress: 286/409 forecasts completed (69.9%). BMEZ finished in 0.6s. ETA: 20.8s. Rate: 355.66 forecasts/min
[2025-12-26T20:36:19.887536] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-26
[2025-12-26T20:36:19.893265] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:19.894153] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-26T20:36:19.894209] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-26T20:36:19.894240] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-26T20:36:19.895070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:19.895131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:19.896015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:19.990391] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.004916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:20.005904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:20.007041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.064386] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-26
[2025-12-26T20:36:20.068031] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-26T20:36:20.068100] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=3.35% (Conf=63.3835%)
[2025-12-26T20:36:20.068266] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-26T20:36:20.068212] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.068309] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-26T20:36:20.070691] [INFO ] [main      ] Progress: 287/409 forecasts completed (70.2%). S finished in 0.6s. ETA: 20.6s. Rate: 355.51 forecasts/min
[2025-12-26T20:36:20.080072] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.081009] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-26T20:36:20.081060] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-26T20:36:20.081090] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-26T20:36:20.081946] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:20.082008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:20.085012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:20.086084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:20.088750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:20.090374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.175115] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-26T20:36:20.175183] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=57.5771%)
[2025-12-26T20:36:20.175349] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-12-26T20:36:20.175392] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-12-26T20:36:20.176672] [INFO ] [main      ] Progress: 288/409 forecasts completed (70.4%). IBB finished in 0.7s. ETA: 20.4s. Rate: 355.97 forecasts/min
[2025-12-26T20:36:20.187474] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.188339] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-12-26T20:36:20.188398] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-12-26T20:36:20.188430] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-12-26T20:36:20.189270] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:20.189329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:20.194130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:20.195931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:20.196405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:20.196803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.249997] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.334134] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-26T20:36:20.334202] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-2.92% (Conf=57.6051%)
[2025-12-26T20:36:20.334610] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-26T20:36:20.334663] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-26T20:36:20.335517] [INFO ] [main      ] Progress: 289/409 forecasts completed (70.7%). SSYS finished in 0.7s. ETA: 20.2s. Rate: 356.04 forecasts/min
[2025-12-26T20:36:20.345824] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.346221] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-26
[2025-12-26T20:36:20.346743] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-26T20:36:20.346800] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-26T20:36:20.346832] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-26T20:36:20.347646] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:20.347709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:20.352685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:20.354528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:20.355034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:20.355475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:20.355890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:20.356648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:20.357362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.431839] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-26
[2025-12-26T20:36:20.513298] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.550829] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-12-26
[2025-12-26T20:36:20.579051] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-26T20:36:20.579125] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=59.2048%)
[2025-12-26T20:36:20.579284] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-26T20:36:20.579326] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-26T20:36:20.579886] [INFO ] [main      ] Progress: 290/409 forecasts completed (70.9%). DEI finished in 0.7s. ETA: 20.1s. Rate: 355.49 forecasts/min
[2025-12-26T20:36:20.590775] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.591812] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-26T20:36:20.591871] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-26T20:36:20.591903] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-26T20:36:20.592703] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:20.592774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:20.594477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:20.594994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:20.595430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:20.596243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:20.602486] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.659763] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-26T20:36:20.659830] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-2.93% (Conf=60.56%)
[2025-12-26T20:36:20.660535] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-26T20:36:20.660604] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-26T20:36:20.660691] [INFO ] [main      ] Progress: 291/409 forecasts completed (71.1%). WTI finished in 0.6s. ETA: 19.9s. Rate: 356.13 forecasts/min
[2025-12-26T20:36:20.675003] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.675933] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-26T20:36:20.675988] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-26T20:36:20.676020] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-26T20:36:20.676817] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:20.676879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:20.681722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:20.683478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:20.684011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:20.684397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:20.686732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:20.688335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:20.690182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:20.694388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:20.695743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.703331] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-26
[2025-12-26T20:36:20.705366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:20.706448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:20.708026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.719263] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.818503] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-12-26T20:36:20.818591] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=54.5505%)
[2025-12-26T20:36:20.818767] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-26T20:36:20.818820] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-26T20:36:20.820655] [INFO ] [main      ] Progress: 292/409 forecasts completed (71.4%). EMN finished in 0.6s. ETA: 19.7s. Rate: 356.19 forecasts/min
[2025-12-26T20:36:20.832544] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:20.833610] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-26T20:36:20.833669] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-26T20:36:20.833702] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-26T20:36:20.834528] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:20.834618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:20.839709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:20.840607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:20.870852] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:20.989803] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-26T20:36:20.989870] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=31.6877%)
[2025-12-26T20:36:20.990246] [INFO ] [main      ] Progress: 293/409 forecasts completed (71.6%). MRUS finished in 0.7s. ETA: 19.5s. Rate: 356.18 forecasts/min
[2025-12-26T20:36:20.990372] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-26T20:36:20.990414] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-26T20:36:21.001121] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.002041] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-26T20:36:21.002092] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-26T20:36:21.002122] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-26T20:36:21.002923] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:21.002982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:21.007786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:21.009568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:21.010062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:21.010531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:21.010935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:21.013274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.032410] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.043351] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.185458] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.203815] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.209923] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.268211] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-26T20:36:21.268279] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=-4.24% (Conf=60.5144%)
[2025-12-26T20:36:21.268437] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-26T20:36:21.268480] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-26T20:36:21.268863] [INFO ] [main      ] Progress: 294/409 forecasts completed (71.9%). CBUS finished in 0.6s. ETA: 19.4s. Rate: 355.39 forecasts/min
[2025-12-26T20:36:21.280020] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.280833] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-26T20:36:21.280890] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-26T20:36:21.280922] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-26T20:36:21.281750] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:21.281813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:21.283526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:21.284064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:21.284564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:21.285487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:21.313589] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-26T20:36:21.313664] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=50.2566%)
[2025-12-26T20:36:21.313812] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-26T20:36:21.313854] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-26T20:36:21.314964] [INFO ] [main      ] Progress: 295/409 forecasts completed (72.1%). ZBH finished in 0.7s. ETA: 19.2s. Rate: 356.27 forecasts/min
[2025-12-26T20:36:21.326182] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.327294] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-26T20:36:21.327406] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-26T20:36:21.327470] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-26T20:36:21.328559] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:21.328640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:21.333468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:21.334611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:21.334829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.350169] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.363925] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.413741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:21.414448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:21.415929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.491993] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-26T20:36:21.492062] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=41.4009%)
[2025-12-26T20:36:21.492225] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-26T20:36:21.492273] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-26T20:36:21.493654] [INFO ] [main      ] Progress: 296/409 forecasts completed (72.4%). MOD finished in 0.7s. ETA: 19.0s. Rate: 356.19 forecasts/min
[2025-12-26T20:36:21.504776] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.506008] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-26T20:36:21.506067] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-26T20:36:21.506100] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-26T20:36:21.507038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:21.507101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:21.507864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:21.508804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:21.517380] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.606122] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-26T20:36:21.606192] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-3.03% (Conf=51.7627%)
[2025-12-26T20:36:21.606539] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-26T20:36:21.606606] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-26T20:36:21.606625] [INFO ] [main      ] Progress: 297/409 forecasts completed (72.6%). NAMS finished in 0.6s. ETA: 18.8s. Rate: 356.59 forecasts/min
[2025-12-26T20:36:21.617169] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.617896] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-26T20:36:21.617946] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-26T20:36:21.617986] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-26T20:36:21.618779] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:21.618839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:21.620527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:21.621041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:21.623733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:21.626084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:21.626434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:21.628524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.643768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:21.646483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.669236] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.757509] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.837132] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.906963] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-26T20:36:21.907029] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=50.0943%)
[2025-12-26T20:36:21.907333] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-26T20:36:21.907382] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-26T20:36:21.908278] [INFO ] [main      ] Progress: 298/409 forecasts completed (72.9%). RCI finished in 0.6s. ETA: 18.7s. Rate: 355.64 forecasts/min
[2025-12-26T20:36:21.918768] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:21.923402] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-26T20:36:21.923465] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-26T20:36:21.923498] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-26T20:36:21.924401] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:21.924459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:21.925218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:21.931753] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:21.989391] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-26
[2025-12-26T20:36:21.995642] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.008089] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-26T20:36:22.008161] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=59.5758%)
[2025-12-26T20:36:22.008550] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-26T20:36:22.008616] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-26T20:36:22.008648] [INFO ] [main      ] Progress: 299/409 forecasts completed (73.1%). WAVE finished in 0.7s. ETA: 18.5s. Rate: 356.13 forecasts/min
[2025-12-26T20:36:22.020110] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.020977] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-26T20:36:22.021027] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-26T20:36:22.021059] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-26T20:36:22.021857] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:22.021916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:22.023631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:22.024155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:22.024541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:22.025774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.170399] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:22.172761] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:22.235532] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-26T20:36:22.235621] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=44.3582%)
[2025-12-26T20:36:22.235790] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-26T20:36:22.235834] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-26T20:36:22.237654] [INFO ] [main      ] Progress: 300/409 forecasts completed (73.3%). DHX finished in 0.6s. ETA: 18.4s. Rate: 355.70 forecasts/min
[2025-12-26T20:36:22.247382] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.248422] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-26T20:36:22.248822] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-26T20:36:22.248858] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-26T20:36:22.249702] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:22.249764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:22.251520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:22.252083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:22.252815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:22.253854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:22.255250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.264823] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.329043] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-26T20:36:22.329117] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=58.3778%)
[2025-12-26T20:36:22.329302] [INFO ] [main      ] Fetching symbol history for NMRA...
[2025-12-26T20:36:22.329350] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2025-12-26T20:36:22.330654] [INFO ] [main      ] Progress: 301/409 forecasts completed (73.6%). ZS finished in 0.8s. ETA: 18.2s. Rate: 356.23 forecasts/min
[2025-12-26T20:36:22.341672] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.342833] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2025-12-26T20:36:22.342888] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-12-26T20:36:22.342921] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2025-12-26T20:36:22.343772] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:22.343832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:22.345552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:22.346098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:22.388651] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.421303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:22.422816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:22.424515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.434366] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:22.497982] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-26T20:36:22.498053] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=51.7447%)
[2025-12-26T20:36:22.498233] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-26T20:36:22.498277] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-26T20:36:22.498975] [INFO ] [main      ] Progress: 302/409 forecasts completed (73.8%). SFNC finished in 0.6s. ETA: 18.0s. Rate: 356.23 forecasts/min
[2025-12-26T20:36:22.510352] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.511267] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-26T20:36:22.511321] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-26T20:36:22.511353] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-26T20:36:22.512150] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:22.512207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:22.512896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.561289] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:22.598593] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.645373] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-26T20:36:22.645441] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=-3.05% (Conf=59.1306%)
[2025-12-26T20:36:22.645799] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-26T20:36:22.645849] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-26T20:36:22.646670] [INFO ] [main      ] Progress: 303/409 forecasts completed (74.1%). PSCE finished in 0.6s. ETA: 17.8s. Rate: 356.38 forecasts/min
[2025-12-26T20:36:22.657155] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.658185] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-26T20:36:22.658238] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-26T20:36:22.658269] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-26T20:36:22.659103] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:22.659166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:22.663950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:22.665817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:22.666341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:22.666752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:22.706671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:22.711124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:22.712848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.770974] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:22.784674] [DEBUG] [MAG       ] NMRA: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.840927] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-26T20:36:22.840995] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=56.5804%)
[2025-12-26T20:36:22.841386] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-26T20:36:22.841436] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-26T20:36:22.842655] [INFO ] [main      ] Progress: 304/409 forecasts completed (74.3%). BSVO finished in 0.6s. ETA: 17.7s. Rate: 356.18 forecasts/min
[2025-12-26T20:36:22.852435] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:22.853447] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-26T20:36:22.853508] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-26T20:36:22.853540] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-26T20:36:22.853737] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:22.854340] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:22.854399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:22.859240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:22.860522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:22.966222] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.024103] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.047563] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2025-12-26T20:36:23.047662] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=3.90% (Conf=49.7621%)
[2025-12-26T20:36:23.047849] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-26T20:36:23.047906] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-26T20:36:23.049000] [INFO ] [main      ] Progress: 305/409 forecasts completed (74.6%). NMRA finished in 0.7s. ETA: 17.5s. Rate: 355.92 forecasts/min
[2025-12-26T20:36:23.057687] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.059873] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.060984] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-26T20:36:23.061041] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-26T20:36:23.061072] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-26T20:36:23.061929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:23.061989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:23.067304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:23.068351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.082756] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-26T20:36:23.082834] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=3.25% (Conf=22.5727%)
[2025-12-26T20:36:23.082997] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-26T20:36:23.083039] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-26T20:36:23.084196] [INFO ] [main      ] Progress: 306/409 forecasts completed (74.8%). CLCO finished in 0.6s. ETA: 17.3s. Rate: 356.84 forecasts/min
[2025-12-26T20:36:23.094831] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.096078] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-26T20:36:23.096142] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-26T20:36:23.096176] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-26T20:36:23.097020] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:23.097083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:23.102211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:23.104189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:23.104697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:23.105095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:23.106021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:23.108487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:23.221074] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.222889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:23.224227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.227742] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.358839] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-26T20:36:23.358962] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-2.54% (Conf=46.1498%)
[2025-12-26T20:36:23.359326] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-26T20:36:23.359377] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-26T20:36:23.359663] [INFO ] [main      ] Progress: 307/409 forecasts completed (75.1%). QMCO finished in 0.7s. ETA: 17.2s. Rate: 356.10 forecasts/min
[2025-12-26T20:36:23.374197] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.375461] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-26T20:36:23.375528] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-26T20:36:23.375566] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-26T20:36:23.376429] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:23.376495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:23.392400] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.416746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:23.418368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:23.419490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:23.421330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:23.421830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:23.423473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:23.424556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:23.424710] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.425260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.517528] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-26T20:36:23.517616] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=50.4893%)
[2025-12-26T20:36:23.517973] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-26T20:36:23.518023] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-26T20:36:23.519653] [INFO ] [main      ] Progress: 308/409 forecasts completed (75.3%). BNTX finished in 0.7s. ETA: 17.0s. Rate: 356.16 forecasts/min
[2025-12-26T20:36:23.528459] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.529777] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-26T20:36:23.529840] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-26T20:36:23.529872] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-26T20:36:23.530747] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:23.530806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:23.531689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:23.532958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.599315] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.599897] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.671722] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-26T20:36:23.671799] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=59.7288%)
[2025-12-26T20:36:23.672011] [INFO ] [main      ] Fetching symbol history for APLE...
[2025-12-26T20:36:23.672075] [DEBUG] [REMOTE    ] APLE: Fetching historical data.
[2025-12-26T20:36:23.673668] [INFO ] [main      ] Progress: 309/409 forecasts completed (75.6%). WY finished in 0.6s. ETA: 16.8s. Rate: 356.26 forecasts/min
[2025-12-26T20:36:23.685650] [DEBUG] [REMOTE    ] APLE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.686735] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 6 features, N/A% accuracy
[2025-12-26T20:36:23.686790] [INFO ] [LOCAL     ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config
[2025-12-26T20:36:23.686822] [DEBUG] [MAG       ] Building data for symbol: APLE with lookback: 0
[2025-12-26T20:36:23.687647] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:23.687709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:23.689438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:23.689992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:23.690466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:23.690887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:23.691666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:23.695952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.776416] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:23.779245] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.853451] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-26T20:36:23.853518] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.1453%)
[2025-12-26T20:36:23.853888] [INFO ] [main      ] Progress: 310/409 forecasts completed (75.8%). PPL finished in 0.8s. ETA: 16.7s. Rate: 356.18 forecasts/min
[2025-12-26T20:36:23.854044] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-26T20:36:23.854088] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-26T20:36:23.867019] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:23.867919] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-26T20:36:23.867978] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-26T20:36:23.868010] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-26T20:36:23.868841] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:23.868925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:23.873937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:23.876123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:23.876651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:23.877102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:23.887156] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-26
[2025-12-26T20:36:23.953543] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.054130] [DEBUG] [MAG       ] APLE: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.057760] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-26T20:36:24.057829] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=3.14% (Conf=54.8989%)
[2025-12-26T20:36:24.058297] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-26T20:36:24.058351] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-26T20:36:24.058661] [INFO ] [main      ] Progress: 311/409 forecasts completed (76.0%). COLM finished in 0.7s. ETA: 16.5s. Rate: 355.93 forecasts/min
[2025-12-26T20:36:24.060079] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.069720] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.070849] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-26T20:36:24.070906] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-26T20:36:24.070938] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-26T20:36:24.071751] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:24.071810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:24.073491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:24.074017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:24.074802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:24.077435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.112451] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-26T20:36:24.112520] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=52.7941%)
[2025-12-26T20:36:24.112911] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-26T20:36:24.112973] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-26T20:36:24.114650] [INFO ] [main      ] Progress: 312/409 forecasts completed (76.3%). MMLP finished in 0.6s. ETA: 16.3s. Rate: 356.70 forecasts/min
[2025-12-26T20:36:24.124113] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.125060] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-26T20:36:24.125111] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-26T20:36:24.125143] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-26T20:36:24.125945] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:24.126004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:24.128074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:24.128613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:24.129051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:24.129842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:24.131671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.221101] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.243400] [DEBUG] [MAG       ] APLE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.312647] [INFO ] [LOCAL     ] APLE: Saved forecast.
[2025-12-26T20:36:24.312717] [INFO ] [main      ] APLE: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=45.0714%)
[2025-12-26T20:36:24.312882] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-26T20:36:24.312928] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-26T20:36:24.315351] [INFO ] [main      ] Progress: 313/409 forecasts completed (76.5%). APLE finished in 0.6s. ETA: 16.2s. Rate: 356.48 forecasts/min
[2025-12-26T20:36:24.325505] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.326550] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-26T20:36:24.326626] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-26T20:36:24.326671] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-26T20:36:24.327548] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:24.327662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:24.330795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:24.331676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.392036] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.424326] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.500567] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.513851] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-26T20:36:24.513919] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=48.3497%)
[2025-12-26T20:36:24.514078] [INFO ] [main      ] Fetching symbol history for FOF...
[2025-12-26T20:36:24.514123] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2025-12-26T20:36:24.514992] [INFO ] [main      ] Progress: 314/409 forecasts completed (76.8%). PLPC finished in 0.7s. ETA: 16.0s. Rate: 356.27 forecasts/min
[2025-12-26T20:36:24.525752] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.526733] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2025-12-26T20:36:24.526804] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2025-12-26T20:36:24.526840] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2025-12-26T20:36:24.527689] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:24.527753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:24.532778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:24.533476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:24.534800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:24.536565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:24.537084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:24.538208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:24.540280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:24.546296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.595800] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.656043] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-26T20:36:24.656114] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=63.3698%)
[2025-12-26T20:36:24.656479] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-26T20:36:24.656530] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-26T20:36:24.656648] [INFO ] [main      ] Progress: 315/409 forecasts completed (77.0%). FIXD finished in 0.6s. ETA: 15.8s. Rate: 356.45 forecasts/min
[2025-12-26T20:36:24.668143] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.669353] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-26T20:36:24.669406] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-26T20:36:24.669439] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-26T20:36:24.670260] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:24.670318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:24.674504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.674734] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.695537] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.754423] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-26T20:36:24.754511] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=64.4142%)
[2025-12-26T20:36:24.754931] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-26T20:36:24.754991] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-26T20:36:24.755657] [INFO ] [main      ] Progress: 316/409 forecasts completed (77.3%). SRTS finished in 0.6s. ETA: 15.6s. Rate: 356.91 forecasts/min
[2025-12-26T20:36:24.766686] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.767869] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-26T20:36:24.767925] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-26T20:36:24.767956] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-26T20:36:24.768865] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:24.768966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:24.770777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:24.771339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:24.771760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:24.772724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:24.773352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:36:24.775387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:24.778305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:24.885789] [DEBUG] [MAG       ] FOF: Last date is validated at 2025-12-26
[2025-12-26T20:36:24.886937] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:24.955488] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-26T20:36:24.955560] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-6.82% (Conf=57.584%)
[2025-12-26T20:36:24.955767] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-26T20:36:24.955830] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-26T20:36:24.958699] [INFO ] [main      ] Progress: 317/409 forecasts completed (77.5%). PRME finished in 0.6s. ETA: 15.5s. Rate: 356.68 forecasts/min
[2025-12-26T20:36:24.971186] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:24.972415] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-26T20:36:24.972474] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-26T20:36:24.972507] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-26T20:36:24.973382] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:24.973446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:24.975456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:24.976044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:24.976570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:25.014928] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.023552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.062115] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.129411] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2025-12-26T20:36:25.129478] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=54.4128%)
[2025-12-26T20:36:25.129837] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-26T20:36:25.129887] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-26T20:36:25.130685] [INFO ] [main      ] Progress: 318/409 forecasts completed (77.8%). FOF finished in 0.6s. ETA: 15.3s. Rate: 356.65 forecasts/min
[2025-12-26T20:36:25.142563] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.143386] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-26T20:36:25.143445] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-26T20:36:25.143478] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-26T20:36:25.144266] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:25.144329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:25.146183] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.149810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:25.150812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:25.153660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:25.155278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:25.156265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:25.156888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:25.157546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:25.158561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.194408] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.280426] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-26T20:36:25.280494] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=55.3425%)
[2025-12-26T20:36:25.281236] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-26T20:36:25.281289] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-26T20:36:25.281677] [INFO ] [main      ] Progress: 319/409 forecasts completed (78.0%). RLI finished in 0.6s. ETA: 15.1s. Rate: 356.77 forecasts/min
[2025-12-26T20:36:25.293872] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.294831] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-26T20:36:25.294888] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-26T20:36:25.294920] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-26T20:36:25.295742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:25.295803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:25.300881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:25.302855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:25.303389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:25.303811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-26T20:36:25.305139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.329224] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.404846] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-26T20:36:25.404913] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=64.291%)
[2025-12-26T20:36:25.405313] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-26T20:36:25.405397] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-26T20:36:25.406661] [INFO ] [main      ] Progress: 320/409 forecasts completed (78.2%). TRC finished in 0.6s. ETA: 15.0s. Rate: 357.05 forecasts/min
[2025-12-26T20:36:25.418658] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.419550] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-26T20:36:25.419626] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-26T20:36:25.419659] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-26T20:36:25.420602] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:25.420697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:25.422931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:25.423514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:25.424470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-26T20:36:25.425259] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.426068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:25.427354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.507853] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.611846] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.677653] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.698566] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.698754] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-26T20:36:25.698825] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=61.5832%)
[2025-12-26T20:36:25.699020] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-26T20:36:25.699067] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-26T20:36:25.699971] [INFO ] [main      ] Progress: 321/409 forecasts completed (78.5%). GSK finished in 0.7s. ETA: 14.8s. Rate: 356.23 forecasts/min
[2025-12-26T20:36:25.712799] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.713733] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-26T20:36:25.713798] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-26T20:36:25.713843] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-26T20:36:25.714822] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:25.714884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:25.720356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:25.772324] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-26T20:36:25.772402] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=55.4964%)
[2025-12-26T20:36:25.772768] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-26T20:36:25.772818] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-26T20:36:25.773686] [INFO ] [main      ] Progress: 322/409 forecasts completed (78.7%). SSNC finished in 0.6s. ETA: 14.6s. Rate: 356.85 forecasts/min
[2025-12-26T20:36:25.784158] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.785422] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-26T20:36:25.785473] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-26T20:36:25.785503] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-26T20:36:25.786296] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:25.786358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:25.791150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:25.792943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:25.793407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:25.795762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:25.797337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:25.798312] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-26
[2025-12-26T20:36:25.815521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.838420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:25.841496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:25.842647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:25.869547] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:25.952619] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-26T20:36:25.952696] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=61.39%)
[2025-12-26T20:36:25.953120] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-26T20:36:25.953171] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-26T20:36:25.953662] [INFO ] [main      ] Progress: 323/409 forecasts completed (79.0%). HRMY finished in 0.7s. ETA: 14.5s. Rate: 356.77 forecasts/min
[2025-12-26T20:36:25.964109] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:25.965159] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-26T20:36:25.965209] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-26T20:36:25.965240] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-26T20:36:25.966029] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:25.966089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:25.967778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:25.968281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:25.969206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:25.971682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:25.975456] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:26.081799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:26.082658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:26.085647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.099043] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-26T20:36:26.099122] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=61.3405%)
[2025-12-26T20:36:26.099616] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-26T20:36:26.099670] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-26T20:36:26.099663] [INFO ] [main      ] Progress: 324/409 forecasts completed (79.2%). WB finished in 0.7s. ETA: 14.3s. Rate: 356.92 forecasts/min
[2025-12-26T20:36:26.110739] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:26.111803] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-26T20:36:26.111855] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-26T20:36:26.111886] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-26T20:36:26.112695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:26.112759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:26.113627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:26.114294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:26.115013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:26.119297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:26.120684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.155332] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.179045] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.325100] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:26.346698] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:26.402547] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-26T20:36:26.402634] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=51.3219%)
[2025-12-26T20:36:26.403020] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-26T20:36:26.403069] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-26T20:36:26.403068] [INFO ] [main      ] Progress: 325/409 forecasts completed (79.5%). FTGS finished in 0.6s. ETA: 14.2s. Rate: 356.04 forecasts/min
[2025-12-26T20:36:26.414820] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:26.417031] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-26T20:36:26.417102] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-26T20:36:26.417133] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-26T20:36:26.418049] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:26.418112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:26.419931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:26.420449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:26.420861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:26.421272] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.421638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:26.422316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:26.423117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:26.424180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:26.425836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:26.426841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:26.427497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.461193] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.527070] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-26T20:36:26.527149] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.3918%)
[2025-12-26T20:36:26.527328] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-26T20:36:26.527376] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-26T20:36:26.528094] [INFO ] [main      ] Progress: 326/409 forecasts completed (79.7%). ASML finished in 0.8s. ETA: 14.0s. Rate: 356.32 forecasts/min
[2025-12-26T20:36:26.540283] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:26.541241] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-26T20:36:26.541294] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-26T20:36:26.541325] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-26T20:36:26.542179] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:26.542238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:26.550236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:26.552042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:26.552515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:26.591131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:26.591360] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:26.591905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.645003] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:26.709857] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-26T20:36:26.709924] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=48.3931%)
[2025-12-26T20:36:26.710274] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-26T20:36:26.710325] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-26T20:36:26.710348] [INFO ] [main      ] Progress: 327/409 forecasts completed (80.0%). KTB finished in 0.8s. ETA: 13.8s. Rate: 356.23 forecasts/min
[2025-12-26T20:36:26.721772] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:26.722645] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-26T20:36:26.722697] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-26T20:36:26.722728] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-26T20:36:26.723500] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:26.723559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:26.724306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:26.771362] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-26T20:36:26.771433] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=56.1825%)
[2025-12-26T20:36:26.771795] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-26T20:36:26.771858] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-26T20:36:26.772727] [INFO ] [main      ] Progress: 328/409 forecasts completed (80.2%). CHCO finished in 0.7s. ETA: 13.6s. Rate: 356.91 forecasts/min
[2025-12-26T20:36:26.773228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:26.774487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.783838] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:26.783840] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.784732] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-26T20:36:26.784790] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-26T20:36:26.784824] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-26T20:36:26.785654] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:26.785718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:26.792109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:26.795012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:26.795683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:26.796205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:26.852953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:26.855255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:26.857808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:36:26.859522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:26.944289] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-26
[2025-12-26T20:36:26.969556] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.053824] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-26T20:36:27.053893] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-4.97% (Conf=46.1699%)
[2025-12-26T20:36:27.054298] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-26T20:36:27.054363] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-26T20:36:27.054686] [INFO ] [main      ] Progress: 329/409 forecasts completed (80.4%). NCLH finished in 0.7s. ETA: 13.5s. Rate: 356.18 forecasts/min
[2025-12-26T20:36:27.070811] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:27.071727] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-26T20:36:27.071779] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-26T20:36:27.071810] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-26T20:36:27.072821] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:27.072887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:27.078160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:27.079626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:27.081325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:27.081806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:27.082853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:27.084459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:27.085153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:27.085873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:27.086950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:27.092646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:27.120713] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.138312] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-26
[2025-12-26T20:36:27.192814] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-26T20:36:27.192893] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=57.251%)
[2025-12-26T20:36:27.193092] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-26T20:36:27.193139] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-26T20:36:27.194654] [INFO ] [main      ] Progress: 330/409 forecasts completed (80.7%). FCF finished in 0.7s. ETA: 13.3s. Rate: 356.36 forecasts/min
[2025-12-26T20:36:27.205698] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:27.206870] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-26T20:36:27.206930] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-26T20:36:27.206961] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-26T20:36:27.207922] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:27.207994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:27.209854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:27.210442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:27.210865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:27.223445] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-26
[2025-12-26T20:36:27.321678] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.443758] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.453384] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-26T20:36:27.453460] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=63.0898%)
[2025-12-26T20:36:27.453867] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-26T20:36:27.453922] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-26T20:36:27.454692] [INFO ] [main      ] Progress: 331/409 forecasts completed (80.9%). ERIE finished in 0.7s. ETA: 13.2s. Rate: 355.78 forecasts/min
[2025-12-26T20:36:27.467423] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:27.468727] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-26T20:36:27.468796] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-26T20:36:27.468828] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-26T20:36:27.469844] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-26T20:36:27.469910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:27.475466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:27.477694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:27.478320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:27.478775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:36:27.479758] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-26
[2025-12-26T20:36:27.481307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:27.481924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:27.483103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:27.485417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:27.487247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:27.488343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:27.605594] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-26T20:36:27.605703] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-2.65% (Conf=55.1466%)
[2025-12-26T20:36:27.605962] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-26T20:36:27.606034] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-26T20:36:27.607046] [INFO ] [main      ] Progress: 332/409 forecasts completed (81.2%). AMBA finished in 0.8s. ETA: 13.0s. Rate: 355.88 forecasts/min
[2025-12-26T20:36:27.621767] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:27.623231] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-26T20:36:27.623304] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-26T20:36:27.623348] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-26T20:36:27.624447] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:27.624520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:27.630086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:27.631470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:27.655993] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-26
[2025-12-26T20:36:27.706382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:27.748493] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.921215] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-26T20:36:27.921308] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-3.24% (Conf=51.0686%)
[2025-12-26T20:36:27.921506] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-26T20:36:27.921556] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-26T20:36:27.922387] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:27.923707] [INFO ] [main      ] Progress: 333/409 forecasts completed (81.4%). BROS finished in 0.9s. ETA: 12.8s. Rate: 354.94 forecasts/min
[2025-12-26T20:36:27.937089] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:27.938398] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-26T20:36:27.938474] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-26T20:36:27.938523] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-26T20:36:27.939803] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:27.939895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:27.946473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:27.948923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:27.949589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:27.950064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:27.950999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:27.951848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:27.955750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:27.996140] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.020204] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-26T20:36:28.020301] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=54.3409%)
[2025-12-26T20:36:28.020515] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-26T20:36:28.020596] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-26T20:36:28.021692] [INFO ] [main      ] Progress: 334/409 forecasts completed (81.7%). CCNE finished in 0.8s. ETA: 12.7s. Rate: 355.39 forecasts/min
[2025-12-26T20:36:28.037684] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.038708] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-26T20:36:28.038779] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-26T20:36:28.038821] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-26T20:36:28.040052] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:28.040139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:28.047258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:28.049336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:28.053061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:28.061399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:28.230982] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.235866] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:28.315550] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-26T20:36:28.315638] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=53.6419%)
[2025-12-26T20:36:28.315988] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-26T20:36:28.316040] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-26T20:36:28.316691] [INFO ] [main      ] Progress: 335/409 forecasts completed (81.9%). YSG finished in 0.9s. ETA: 12.5s. Rate: 354.60 forecasts/min
[2025-12-26T20:36:28.329265] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.330103] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-26T20:36:28.330163] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-26T20:36:28.330194] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-26T20:36:28.331047] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:28.331110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:28.332879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:28.333454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:36:28.335676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:28.336706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:28.390109] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.493597] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:28.494023] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.576027] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:28.584954] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-26T20:36:28.585023] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=46.8929%)
[2025-12-26T20:36:28.585350] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-26T20:36:28.585401] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-26T20:36:28.586349] [INFO ] [main      ] Progress: 336/409 forecasts completed (82.2%). BUSE finished in 1.0s. ETA: 12.4s. Rate: 353.98 forecasts/min
[2025-12-26T20:36:28.596651] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.597717] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-26T20:36:28.597772] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-26T20:36:28.597804] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-26T20:36:28.598645] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:28.598708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:28.603641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:28.605837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:28.606330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:28.607119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:28.607827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:28.641953] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-26T20:36:28.642019] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2025-12-26T20:36:28.642183] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-26T20:36:28.642228] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-26T20:36:28.642893] [INFO ] [main      ] Progress: 337/409 forecasts completed (82.4%). PMVP finished in 0.7s. ETA: 12.2s. Rate: 354.68 forecasts/min
[2025-12-26T20:36:28.656343] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.657398] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-26T20:36:28.657457] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-26T20:36:28.657489] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-26T20:36:28.658294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:28.658355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:28.660092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:28.660619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:28.661060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:28.661842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:28.683965] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:28.711348] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.783513] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-26T20:36:28.783598] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=48.4808%)
[2025-12-26T20:36:28.783756] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-26T20:36:28.783801] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-26T20:36:28.784874] [INFO ] [main      ] Progress: 338/409 forecasts completed (82.6%). MNSO finished in 0.8s. ETA: 12.0s. Rate: 354.85 forecasts/min
[2025-12-26T20:36:28.795475] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.796245] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-26T20:36:28.796302] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-26T20:36:28.796335] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-26T20:36:28.797175] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:28.797247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:28.799065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:28.799620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:28.800027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:28.802121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:28.804633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:28.806042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:28.880643] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:28.944855] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-26T20:36:28.944921] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=12.45% (Conf=58.5395%)
[2025-12-26T20:36:28.945261] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-26T20:36:28.945316] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-26T20:36:28.945672] [INFO ] [main      ] Progress: 339/409 forecasts completed (82.9%). VUZI finished in 0.6s. ETA: 11.8s. Rate: 354.90 forecasts/min
[2025-12-26T20:36:28.956654] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:28.957845] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-26T20:36:28.957897] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-26T20:36:28.957928] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-26T20:36:28.958729] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:28.958791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:28.963722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:28.964874] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-26
[2025-12-26T20:36:28.965490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:28.966011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:28.966452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:28.968813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:28.970191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:29.001403] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.139683] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.170662] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.176456] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.218625] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-26T20:36:29.218690] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=10.07% (Conf=59.3556%)
[2025-12-26T20:36:29.218841] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-26T20:36:29.218909] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-26T20:36:29.220087] [INFO ] [main      ] Progress: 340/409 forecasts completed (83.1%). CPNG finished in 0.6s. ETA: 11.7s. Rate: 354.25 forecasts/min
[2025-12-26T20:36:29.229631] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:29.230746] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-26T20:36:29.230798] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-26T20:36:29.230829] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-26T20:36:29.231635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:29.231695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:29.236474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:29.238247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:29.238752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:29.241455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:29.242825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:29.309709] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.347669] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.381827] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-26T20:36:29.381892] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-57.08% (Conf=56.96%)
[2025-12-26T20:36:29.382046] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-26T20:36:29.382089] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-26T20:36:29.383644] [INFO ] [main      ] Progress: 341/409 forecasts completed (83.4%). TPL finished in 0.7s. ETA: 11.5s. Rate: 354.28 forecasts/min
[2025-12-26T20:36:29.393347] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:29.395044] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-26T20:36:29.395096] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-26T20:36:29.395127] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-26T20:36:29.395922] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:29.395982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:29.397673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:29.398181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:29.398640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:29.399057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:29.407214] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-26T20:36:29.407292] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=23.8657%)
[2025-12-26T20:36:29.407649] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-26T20:36:29.407701] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-26T20:36:29.408636] [INFO ] [main      ] Progress: 342/409 forecasts completed (83.6%). GLBS finished in 0.6s. ETA: 11.3s. Rate: 355.17 forecasts/min
[2025-12-26T20:36:29.419172] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:29.420100] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-26T20:36:29.420151] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-26T20:36:29.420192] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-26T20:36:29.420980] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:29.421039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:29.421905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:29.438246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:29.439094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:29.480851] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.535679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:29.536961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:29.538257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:29.564281] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-26T20:36:29.564347] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=67.7545%)
[2025-12-26T20:36:29.564733] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-26T20:36:29.564784] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-26T20:36:29.565667] [INFO ] [main      ] Progress: 343/409 forecasts completed (83.9%). LWAY finished in 0.6s. ETA: 11.1s. Rate: 355.24 forecasts/min
[2025-12-26T20:36:29.579405] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:29.580557] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-26T20:36:29.580637] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-26T20:36:29.580671] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-26T20:36:29.581457] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:29.581519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:29.586306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:29.588096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:29.588605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:29.589493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:29.591453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:29.595367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-26T20:36:29.596808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:29.659259] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.779679] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.844372] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.912272] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.936808] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-26
[2025-12-26T20:36:29.949162] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:29.981231] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-26T20:36:29.981297] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=2.78% (Conf=51.6714%)
[2025-12-26T20:36:29.981679] [INFO ] [main      ] Progress: 344/409 forecasts completed (84.1%). FLWS finished in 0.8s. ETA: 11.0s. Rate: 353.74 forecasts/min
[2025-12-26T20:36:29.981804] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-26T20:36:29.981847] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-26T20:36:29.992530] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:29.993643] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-26T20:36:29.993703] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-26T20:36:29.993735] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-26T20:36:29.994506] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:29.994566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:29.996281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:29.996802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:30.007994] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-26T20:36:30.008060] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=48.8237%)
[2025-12-26T20:36:30.008218] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-26T20:36:30.008260] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-26T20:36:30.008902] [INFO ] [main      ] Progress: 345/409 forecasts completed (84.4%). OFS finished in 0.6s. ETA: 10.8s. Rate: 354.60 forecasts/min
[2025-12-26T20:36:30.019928] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.021328] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-26T20:36:30.021385] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-26T20:36:30.021416] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-26T20:36:30.022207] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:30.022267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:30.023950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:30.024456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:30.024864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:30.026497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:30.027649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:36:30.028326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.107696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.107778] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.118022] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.174687] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-26T20:36:30.174753] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=73.6705%)
[2025-12-26T20:36:30.175090] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-26T20:36:30.175139] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-26T20:36:30.175706] [INFO ] [main      ] Progress: 346/409 forecasts completed (84.6%). GAIN finished in 0.6s. ETA: 10.7s. Rate: 354.61 forecasts/min
[2025-12-26T20:36:30.186463] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.187641] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-26T20:36:30.187692] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-26T20:36:30.187722] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-26T20:36:30.188484] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:30.188543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:30.193346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:30.194049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-26T20:36:30.195698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.224287] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-26T20:36:30.224358] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=-7.95% (Conf=44.5659%)
[2025-12-26T20:36:30.224515] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-26T20:36:30.224559] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-26T20:36:30.225622] [INFO ] [main      ] Progress: 347/409 forecasts completed (84.8%). MLAB finished in 0.8s. ETA: 10.5s. Rate: 355.34 forecasts/min
[2025-12-26T20:36:30.236239] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.237848] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-26T20:36:30.238219] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-26T20:36:30.238253] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-26T20:36:30.239073] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:30.239137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:30.239859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:30.241525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:30.242061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:30.243130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:30.244771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:30.245825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:30.246498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.437030] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-26
[2025-12-26T20:36:30.449215] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-26
[2025-12-26T20:36:30.540466] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-26
[2025-12-26T20:36:30.590435] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-26
[2025-12-26T20:36:30.605291] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.618293] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.678619] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-26T20:36:30.678688] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=47.3066%)
[2025-12-26T20:36:30.679052] [INFO ] [main      ] Progress: 348/409 forecasts completed (85.1%). PAGS finished in 0.7s. ETA: 10.3s. Rate: 353.62 forecasts/min
[2025-12-26T20:36:30.679185] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-26T20:36:30.679228] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-26T20:36:30.689474] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.690367] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-26T20:36:30.690423] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-26T20:36:30.690455] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-26T20:36:30.691235] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:30.691303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:30.696154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:30.697104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:30.709552] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.735448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:30.736743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:30.737445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:30.738238] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-26T20:36:30.738305] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=59.7344%)
[2025-12-26T20:36:30.738691] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-26T20:36:30.738742] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-26T20:36:30.739128] [INFO ] [main      ] Progress: 349/409 forecasts completed (85.3%). AGX finished in 0.7s. ETA: 10.2s. Rate: 354.28 forecasts/min
[2025-12-26T20:36:30.739042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:30.742035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.750238] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.751257] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-26T20:36:30.751317] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-26T20:36:30.751356] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-26T20:36:30.752173] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:30.752231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:30.752968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:30.753830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:30.755702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.778127] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:30.805632] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-26T20:36:30.805699] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=48.4788%)
[2025-12-26T20:36:30.806068] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-26T20:36:30.806119] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-26T20:36:30.806647] [INFO ] [main      ] Progress: 350/409 forecasts completed (85.6%). IRMD finished in 0.6s. ETA: 10.0s. Rate: 354.89 forecasts/min
[2025-12-26T20:36:30.816915] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.817920] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-26T20:36:30.817972] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-26T20:36:30.818004] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-26T20:36:30.818789] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:30.818848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:30.819631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:30.821629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:30.836279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:30.861241] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-26T20:36:30.861321] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=52.4799%)
[2025-12-26T20:36:30.861501] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-26T20:36:30.861545] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-26T20:36:30.862633] [INFO ] [main      ] Progress: 351/409 forecasts completed (85.8%). FIZZ finished in 0.6s. ETA: 9.8s. Rate: 355.57 forecasts/min
[2025-12-26T20:36:30.873803] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:30.874764] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-26T20:36:30.874816] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-26T20:36:30.874847] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-26T20:36:30.875746] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:30.875810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:30.880938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:30.882325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:30.884471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:30.889171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-26T20:36:30.890478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:30.893536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:30.894244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:31.086825] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.120733] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.175996] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.249262] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.255910] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.303946] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.324386] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-26T20:36:31.324454] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=53.4311%)
[2025-12-26T20:36:31.324898] [INFO ] [main      ] Progress: 352/409 forecasts completed (86.1%). AWRE finished in 0.6s. ETA: 9.7s. Rate: 353.82 forecasts/min
[2025-12-26T20:36:31.325033] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-26T20:36:31.325076] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-26T20:36:31.336410] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:31.337478] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-26T20:36:31.337530] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-26T20:36:31.337562] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-26T20:36:31.338429] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:31.338489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:31.342680] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.343379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:31.345141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:31.347148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:31.351358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:31.381263] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-26T20:36:31.381341] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=36.9669%)
[2025-12-26T20:36:31.381515] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-26T20:36:31.381560] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-26T20:36:31.381879] [INFO ] [main      ] Progress: 353/409 forecasts completed (86.3%). AVDL finished in 0.6s. ETA: 9.5s. Rate: 354.48 forecasts/min
[2025-12-26T20:36:31.393395] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:31.395070] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-26T20:36:31.395143] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-26T20:36:31.395191] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-26T20:36:31.396138] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:31.396202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:31.397136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:31.399874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:31.401667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:31.402207] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-26T20:36:31.402275] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=54.9535%)
[2025-12-26T20:36:31.402681] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-26T20:36:31.402739] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-26T20:36:31.403168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:31.403646] [INFO ] [main      ] Progress: 354/409 forecasts completed (86.6%). BGRN finished in 0.6s. ETA: 9.3s. Rate: 355.36 forecasts/min
[2025-12-26T20:36:31.403878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:31.408014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:31.414176] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:31.415126] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-26T20:36:31.415185] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-26T20:36:31.415216] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-26T20:36:31.416052] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:31.416113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:31.420919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:31.421837] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.421922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:31.422665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:31.425528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-26T20:36:31.427887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:31.429283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:31.502119] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-26T20:36:31.502191] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=57.1347%)
[2025-12-26T20:36:31.502376] [INFO ] [main      ] Fetching symbol history for XPRO...
[2025-12-26T20:36:31.502420] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2025-12-26T20:36:31.503674] [INFO ] [main      ] Progress: 355/409 forecasts completed (86.8%). AVA finished in 0.6s. ETA: 9.1s. Rate: 355.77 forecasts/min
[2025-12-26T20:36:31.515743] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:31.516653] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2025-12-26T20:36:31.516710] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-26T20:36:31.516741] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2025-12-26T20:36:31.517529] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:31.517610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:31.557010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:31.561504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:31.579488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:31.581358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:31.583083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:31.701650] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.765455] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.768792] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-26
[2025-12-26T20:36:31.876692] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.935093] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.948597] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:31.977014] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-26T20:36:31.977084] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=53.3817%)
[2025-12-26T20:36:31.977436] [INFO ] [main      ] Progress: 356/409 forecasts completed (87.0%). BMRN finished in 0.7s. ETA: 9.0s. Rate: 353.97 forecasts/min
[2025-12-26T20:36:31.977561] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-26T20:36:31.977620] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-26T20:36:31.988384] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:31.991715] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-26T20:36:31.991845] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-26T20:36:31.991880] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-26T20:36:31.993091] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:31.993152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:31.998057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:31.999880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:32.000356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:32.001153] [DEBUG] [MAG       ] XPRO: Last date is validated at 2025-12-26
[2025-12-26T20:36:32.001964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:32.011131] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-26T20:36:32.011219] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=41.9894%)
[2025-12-26T20:36:32.011427] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-26T20:36:32.011483] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-26T20:36:32.013439] [INFO ] [main      ] Progress: 357/409 forecasts completed (87.3%). UBND finished in 0.6s. ETA: 8.8s. Rate: 354.75 forecasts/min
[2025-12-26T20:36:32.024648] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.025560] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-26T20:36:32.025640] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-26T20:36:32.025674] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-26T20:36:32.026528] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:32.026615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:32.028452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:32.029038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:32.030406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.039876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.072219] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-26T20:36:32.072288] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=56.3402%)
[2025-12-26T20:36:32.072658] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-26T20:36:32.072715] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-26T20:36:32.072677] [INFO ] [main      ] Progress: 358/409 forecasts completed (87.5%). BBCP finished in 0.7s. ETA: 8.6s. Rate: 355.40 forecasts/min
[2025-12-26T20:36:32.084420] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.085403] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-26T20:36:32.085454] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-26T20:36:32.085486] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-26T20:36:32.086283] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:32.086343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:32.088035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:32.088598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:32.089013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:32.127833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:32.129317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:32.130555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.181765] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:32.259280] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2025-12-26T20:36:32.259350] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=59.6816%)
[2025-12-26T20:36:32.259522] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-26T20:36:32.259566] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-26T20:36:32.262121] [INFO ] [main      ] Progress: 359/409 forecasts completed (87.8%). XPRO finished in 0.8s. ETA: 8.4s. Rate: 355.28 forecasts/min
[2025-12-26T20:36:32.272876] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.274063] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-26T20:36:32.274130] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-26T20:36:32.274167] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-26T20:36:32.275289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:32.275364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:32.281071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:32.282089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:32.284638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:32.285623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.380432] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-26
[2025-12-26T20:36:32.388466] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-26
[2025-12-26T20:36:32.481098] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-26
[2025-12-26T20:36:32.548488] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:32.560388] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:32.628538] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-26T20:36:32.628623] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=65.4739%)
[2025-12-26T20:36:32.628783] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-26T20:36:32.628826] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-26T20:36:32.630686] [INFO ] [main      ] Progress: 360/409 forecasts completed (88.0%). IGIC finished in 0.7s. ETA: 8.3s. Rate: 354.11 forecasts/min
[2025-12-26T20:36:32.640866] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.641740] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-26T20:36:32.641801] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-26T20:36:32.641833] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-26T20:36:32.642621] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:32.642684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:32.644056] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-26T20:36:32.644125] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=61.961%)
[2025-12-26T20:36:32.644287] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-26T20:36:32.644333] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-26T20:36:32.645650] [INFO ] [main      ] Progress: 361/409 forecasts completed (88.3%). FC finished in 0.6s. ETA: 8.1s. Rate: 355.01 forecasts/min
[2025-12-26T20:36:32.647713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-26T20:36:32.650724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-26T20:36:32.651351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:32.653037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:32.653489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:32.654530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:32.656507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.656551] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.656995] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:32.657441] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-26T20:36:32.657500] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-26T20:36:32.657533] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-26T20:36:32.658743] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-26T20:36:32.658813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:32.658745] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:32.663996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:32.664893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:32.665840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:32.666862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:32.717342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:32.718289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:32.719038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:32.721106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:32.721661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-26T20:36:32.722847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-26T20:36:32.725036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.793025] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-26T20:36:32.793096] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=4.72% (Conf=46.8081%)
[2025-12-26T20:36:32.793276] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-26T20:36:32.793322] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-26T20:36:32.795677] [INFO ] [main      ] Progress: 362/409 forecasts completed (88.5%). SANM finished in 0.7s. ETA: 7.9s. Rate: 355.12 forecasts/min
[2025-12-26T20:36:32.805058] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:32.806046] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-26T20:36:32.806112] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-26T20:36:32.806154] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-26T20:36:32.807185] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:32.807247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:32.812357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:32.813679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:32.848065] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:32.997047] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.030419] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-26T20:36:33.030491] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=2.91% (Conf=58.5776%)
[2025-12-26T20:36:33.030673] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-26T20:36:33.030743] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-26T20:36:33.032104] [INFO ] [main      ] Progress: 363/409 forecasts completed (88.8%). DJCO finished in 0.8s. ETA: 7.8s. Rate: 354.73 forecasts/min
[2025-12-26T20:36:33.046020] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.046966] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-26T20:36:33.047023] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-26T20:36:33.047055] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-26T20:36:33.047927] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:33.047991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:33.053227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:33.055168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:33.056057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:33.056450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:33.057333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.075836] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.169407] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.173611] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.242654] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-26T20:36:33.242724] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=55.6873%)
[2025-12-26T20:36:33.243077] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-26T20:36:33.243129] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-26T20:36:33.243654] [INFO ] [main      ] Progress: 364/409 forecasts completed (89.0%). ING finished in 0.6s. ETA: 7.6s. Rate: 354.49 forecasts/min
[2025-12-26T20:36:33.253361] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.253796] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.254450] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-26T20:36:33.254507] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-26T20:36:33.254541] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-26T20:36:33.255387] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:33.255448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:33.260516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:33.262381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:33.263315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:33.263763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:33.264531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.341760] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.354267] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-26T20:36:33.354338] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=70.1268%)
[2025-12-26T20:36:33.354504] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-26T20:36:33.354548] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-26T20:36:33.355653] [INFO ] [main      ] Progress: 365/409 forecasts completed (89.2%). BWIN finished in 0.7s. ETA: 7.4s. Rate: 354.81 forecasts/min
[2025-12-26T20:36:33.366727] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.367854] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-26T20:36:33.367924] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-26T20:36:33.367959] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-26T20:36:33.368824] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:33.368904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:33.405958] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-26T20:36:33.406026] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=4.56% (Conf=55.7434%)
[2025-12-26T20:36:33.406379] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-26T20:36:33.406433] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-26T20:36:33.406629] [INFO ] [main      ] Progress: 366/409 forecasts completed (89.5%). DTIL finished in 0.6s. ETA: 7.3s. Rate: 355.49 forecasts/min
[2025-12-26T20:36:33.417519] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.418598] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-26T20:36:33.418651] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-26T20:36:33.418681] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-26T20:36:33.419225] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.419461] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:33.419520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:33.421193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:33.421711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:33.422092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:33.428233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.484184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.589844] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.607335] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.695584] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-26T20:36:33.695653] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=64.1105%)
[2025-12-26T20:36:33.696017] [INFO ] [main      ] Progress: 367/409 forecasts completed (89.7%). AVB finished in 0.7s. ETA: 7.1s. Rate: 354.80 forecasts/min
[2025-12-26T20:36:33.696146] [INFO ] [main      ] Fetching symbol history for NKTX...
[2025-12-26T20:36:33.696190] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2025-12-26T20:36:33.707626] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.708655] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2025-12-26T20:36:33.708708] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2025-12-26T20:36:33.708739] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2025-12-26T20:36:33.709623] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:33.709686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:33.711366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:33.711918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:33.712347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:33.713254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:33.769088] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.774972] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.822542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:33.827033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:33.829591] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:33.829791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.853162] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-26T20:36:33.853231] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=52.1701%)
[2025-12-26T20:36:33.853611] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-26T20:36:33.853662] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-26T20:36:33.854647] [INFO ] [main      ] Progress: 368/409 forecasts completed (90.0%). SOCL finished in 0.6s. ETA: 6.9s. Rate: 354.86 forecasts/min
[2025-12-26T20:36:33.864563] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:33.865563] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-26T20:36:33.865640] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-26T20:36:33.865674] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-26T20:36:33.866472] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:33.866536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:33.871561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:33.873398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:33.873909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:33.874358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:33.874781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:33.875538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:33.876364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:33.938832] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:33.987645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:33.989729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:33.996603] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-26T20:36:33.996674] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=47.3624%)
[2025-12-26T20:36:33.997050] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-26T20:36:33.997109] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-26T20:36:33.997666] [INFO ] [main      ] Progress: 369/409 forecasts completed (90.2%). RES finished in 0.6s. ETA: 6.8s. Rate: 355.01 forecasts/min
[2025-12-26T20:36:33.999977] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.008791] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.009920] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-26T20:36:34.009973] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-26T20:36:34.010004] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-26T20:36:34.010824] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:34.010884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:34.011765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:34.050984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.073743] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-26T20:36:34.073811] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=47.3983%)
[2025-12-26T20:36:34.073978] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-26T20:36:34.074024] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-26T20:36:34.075660] [INFO ] [main      ] Progress: 370/409 forecasts completed (90.5%). CWCO finished in 0.7s. ETA: 6.6s. Rate: 355.53 forecasts/min
[2025-12-26T20:36:34.085815] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.086622] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-26T20:36:34.086673] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-26T20:36:34.086704] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-26T20:36:34.087490] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:34.087550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:34.092460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:34.094244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:34.094750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:34.095651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:34.096337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.167643] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.330137] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.334896] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.394101] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.396272] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2025-12-26T20:36:34.396341] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=63.9722%)
[2025-12-26T20:36:34.396710] [INFO ] [main      ] Progress: 371/409 forecasts completed (90.7%). NKTX finished in 0.7s. ETA: 6.4s. Rate: 354.66 forecasts/min
[2025-12-26T20:36:34.396835] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-26T20:36:34.396878] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-26T20:36:34.407958] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.409289] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-26T20:36:34.409342] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-26T20:36:34.409373] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-26T20:36:34.410187] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:34.410247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:34.412231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-26T20:36:34.427063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.433673] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.501991] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.568687] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.572074] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-26T20:36:34.572144] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=56.9688%)
[2025-12-26T20:36:34.572511] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-26T20:36:34.572561] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-26T20:36:34.572660] [INFO ] [main      ] Progress: 372/409 forecasts completed (91.0%). AMZD finished in 0.7s. ETA: 6.3s. Rate: 354.63 forecasts/min
[2025-12-26T20:36:34.583062] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.583906] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-26T20:36:34.583962] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-26T20:36:34.583995] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-26T20:36:34.584773] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:34.584850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:34.592071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:34.592896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:34.594467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.602539] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.658530] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-26T20:36:34.658619] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=63.9359%)
[2025-12-26T20:36:34.659042] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-26T20:36:34.659095] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-26T20:36:34.659653] [INFO ] [main      ] Progress: 373/409 forecasts completed (91.2%). HSAI finished in 0.7s. ETA: 6.1s. Rate: 355.09 forecasts/min
[2025-12-26T20:36:34.671769] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.673006] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-26T20:36:34.673079] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-26T20:36:34.673123] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-26T20:36:34.673993] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:34.674062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:34.675990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:34.676525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:34.679020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.733670] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-26T20:36:34.733740] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=55.26%)
[2025-12-26T20:36:34.734177] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-26T20:36:34.734228] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-26T20:36:34.734644] [INFO ] [main      ] Progress: 374/409 forecasts completed (91.4%). AYI finished in 0.7s. ETA: 5.9s. Rate: 355.62 forecasts/min
[2025-12-26T20:36:34.746603] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:34.747481] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-26T20:36:34.747532] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-26T20:36:34.747562] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-26T20:36:34.748361] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:34.748423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:34.750173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:34.750699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:34.751135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:34.751525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:34.752418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:34.753125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:34.765526] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.932726] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-26
[2025-12-26T20:36:34.934072] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:34.992924] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-26T20:36:34.992990] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=44.2832%)
[2025-12-26T20:36:34.993149] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-26T20:36:34.993192] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-26T20:36:34.994062] [INFO ] [main      ] Progress: 375/409 forecasts completed (91.7%). DUKB finished in 0.6s. ETA: 5.7s. Rate: 355.11 forecasts/min
[2025-12-26T20:36:35.004608] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.005606] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-26T20:36:35.005662] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-26T20:36:35.005693] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-26T20:36:35.006469] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:35.006529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:35.011392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:35.012363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:35.013416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:36:35.014097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.044638] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.097380] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.102091] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.228032] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.232047] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-26T20:36:35.232113] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=56.4812%)
[2025-12-26T20:36:35.232470] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-26T20:36:35.232520] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-26T20:36:35.232654] [INFO ] [main      ] Progress: 376/409 forecasts completed (91.9%). EG finished in 0.7s. ETA: 5.6s. Rate: 354.72 forecasts/min
[2025-12-26T20:36:35.243106] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.243866] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-26T20:36:35.243930] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-26T20:36:35.243961] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-26T20:36:35.244742] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:35.244801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:35.249615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:35.250564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.270080] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.286506] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-26T20:36:35.286596] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=37.5869%)
[2025-12-26T20:36:35.286984] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-26T20:36:35.287038] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-26T20:36:35.287641] [INFO ] [main      ] Progress: 377/409 forecasts completed (92.2%). PFD finished in 0.6s. ETA: 5.4s. Rate: 355.36 forecasts/min
[2025-12-26T20:36:35.299554] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.300717] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-26T20:36:35.300772] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-26T20:36:35.300805] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-26T20:36:35.301862] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:35.301935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:35.303731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:35.304264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:35.304736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:35.305137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:35.305943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.333498] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-26T20:36:35.333565] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=67.991%)
[2025-12-26T20:36:35.333740] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-26T20:36:35.333783] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-26T20:36:35.334854] [INFO ] [main      ] Progress: 378/409 forecasts completed (92.4%). XRX finished in 0.6s. ETA: 5.2s. Rate: 356.03 forecasts/min
[2025-12-26T20:36:35.345349] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.346301] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-26T20:36:35.346351] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-26T20:36:35.346382] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-26T20:36:35.347178] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:35.347240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:35.352099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:35.352892] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.353907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:35.354377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:35.393377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:35.394388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:35.396398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.520468] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.591250] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.607752] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-26T20:36:35.607822] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=3.94% (Conf=52.0271%)
[2025-12-26T20:36:35.608190] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-26T20:36:35.608244] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-26T20:36:35.608669] [INFO ] [main      ] Progress: 379/409 forecasts completed (92.7%). ARVN finished in 0.6s. ETA: 5.1s. Rate: 355.45 forecasts/min
[2025-12-26T20:36:35.620177] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.621320] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-26T20:36:35.621377] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-26T20:36:35.621411] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-26T20:36:35.622276] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:35.622340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:35.627379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:35.628421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:35.630919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-26T20:36:35.632658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-26T20:36:35.633353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.648710] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.745941] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.762245] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.824138] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-26T20:36:35.824205] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-5.10% (Conf=44.8838%)
[2025-12-26T20:36:35.824702] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-26T20:36:35.824753] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-26T20:36:35.825652] [INFO ] [main      ] Progress: 380/409 forecasts completed (92.9%). SKLZ finished in 0.6s. ETA: 4.9s. Rate: 355.18 forecasts/min
[2025-12-26T20:36:35.835778] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.836644] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-26T20:36:35.836696] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-26T20:36:35.836727] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-26T20:36:35.837491] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:35.837549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:35.839257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:35.839788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:35.889362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:35.891339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-26T20:36:35.892343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.893460] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.915652] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:35.968435] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-26T20:36:35.968512] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.0055%)
[2025-12-26T20:36:35.968949] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-26T20:36:35.969013] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-26T20:36:35.968946] [INFO ] [main      ] Progress: 381/409 forecasts completed (93.2%). LAES finished in 0.7s. ETA: 4.7s. Rate: 355.32 forecasts/min
[2025-12-26T20:36:35.978760] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-26
[2025-12-26T20:36:35.980831] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:35.982004] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-26T20:36:35.982057] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-26T20:36:35.982088] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-26T20:36:35.982921] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:35.982983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:35.984701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:35.985203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:35.985697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:35.988070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:35.997767] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-26T20:36:35.997831] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-2.31% (Conf=59.3805%)
[2025-12-26T20:36:35.997991] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-26T20:36:35.998033] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-26T20:36:35.999175] [INFO ] [main      ] Progress: 382/409 forecasts completed (93.4%). HOG finished in 0.7s. ETA: 4.5s. Rate: 356.09 forecasts/min
[2025-12-26T20:36:36.013441] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.014971] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-26T20:36:36.015028] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-26T20:36:36.015059] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-26T20:36:36.015870] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:36.015927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:36.016679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.156979] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:36.234831] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-26
[2025-12-26T20:36:36.272404] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-26T20:36:36.272477] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=76.28%)
[2025-12-26T20:36:36.272679] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-26T20:36:36.272727] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-26T20:36:36.273655] [INFO ] [main      ] Progress: 383/409 forecasts completed (93.6%). NVDD finished in 0.7s. ETA: 4.4s. Rate: 355.50 forecasts/min
[2025-12-26T20:36:36.284998] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.285860] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-26T20:36:36.286262] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-26T20:36:36.286324] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-26T20:36:36.287212] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:36.287276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:36.289206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:36.289783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:36.290179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:36.291112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.338314] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-26
[2025-12-26T20:36:36.359935] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-26
[2025-12-26T20:36:36.408442] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:36.513558] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:36.518561] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-26T20:36:36.518648] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=66.095%)
[2025-12-26T20:36:36.519010] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-26T20:36:36.519060] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-26T20:36:36.519689] [INFO ] [main      ] Progress: 384/409 forecasts completed (93.9%). GSHD finished in 0.7s. ETA: 4.2s. Rate: 355.08 forecasts/min
[2025-12-26T20:36:36.529909] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.530718] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-26T20:36:36.530773] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-26T20:36:36.530805] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-26T20:36:36.531591] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:36.531652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:36.536392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:36.537686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:36.539014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.555876] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:36.588098] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-26T20:36:36.588167] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=4.33% (Conf=48.352%)
[2025-12-26T20:36:36.588533] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-26T20:36:36.588598] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-26T20:36:36.588563] [INFO ] [main      ] Progress: 385/409 forecasts completed (94.1%). SLN finished in 0.6s. ETA: 4.0s. Rate: 355.63 forecasts/min
[2025-12-26T20:36:36.600419] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.601283] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-26T20:36:36.601334] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-26T20:36:36.601364] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-26T20:36:36.602187] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:36.602251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:36.607262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:36.608134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:36.609277] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-26T20:36:36.609346] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=23.6865%)
[2025-12-26T20:36:36.609512] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-26T20:36:36.609557] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-26T20:36:36.610300] [INFO ] [main      ] Progress: 386/409 forecasts completed (94.4%). VGSH finished in 0.6s. ETA: 3.9s. Rate: 356.43 forecasts/min
[2025-12-26T20:36:36.611327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-26T20:36:36.615313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-26T20:36:36.618037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.622120] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.623508] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-26T20:36:36.623563] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-26T20:36:36.623618] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-26T20:36:36.624419] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-26T20:36:36.624484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:36.626316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:36.626895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:36.627298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:36.657467] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-26
[2025-12-26T20:36:36.705785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-26T20:36:36.710535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:36:36.712708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:36.713759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.838640] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:36.889182] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-26
[2025-12-26T20:36:36.899191] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-26T20:36:36.899258] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=1.56% (Conf=46.2536%)
[2025-12-26T20:36:36.899418] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-26T20:36:36.899461] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-26T20:36:36.900666] [INFO ] [main      ] Progress: 387/409 forecasts completed (94.6%). ELVA finished in 0.6s. ETA: 3.7s. Rate: 355.77 forecasts/min
[2025-12-26T20:36:36.912308] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:36.913139] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-26T20:36:36.913190] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-26T20:36:36.913221] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-26T20:36:36.914043] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:36.914125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:36.919184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:36.921032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:36.921567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-26T20:36:36.922359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-26T20:36:36.924529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:36.976463] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.057434] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.059002] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.118982] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-26T20:36:37.119060] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=47.1354%)
[2025-12-26T20:36:37.119432] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-26T20:36:37.119483] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-26T20:36:37.119676] [INFO ] [main      ] Progress: 388/409 forecasts completed (94.9%). HPI finished in 0.6s. ETA: 3.5s. Rate: 355.49 forecasts/min
[2025-12-26T20:36:37.130086] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.131193] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-26T20:36:37.131246] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-26T20:36:37.131277] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-26T20:36:37.132091] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-26T20:36:37.132150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:37.132901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-26T20:36:37.134953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-26T20:36:37.136132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.147049] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.221938] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-26T20:36:37.222008] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=54.0617%)
[2025-12-26T20:36:37.222171] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-26T20:36:37.222217] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-26T20:36:37.224655] [INFO ] [main      ] Progress: 389/409 forecasts completed (95.1%). PX finished in 0.6s. ETA: 3.4s. Rate: 355.84 forecasts/min
[2025-12-26T20:36:37.228685] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.234894] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.235917] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-26T20:36:37.235973] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-26T20:36:37.236005] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-26T20:36:37.236879] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:37.236941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:37.238716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:37.239273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-26T20:36:37.241897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-26T20:36:37.242743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:37.243385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.263652] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.289611] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-26T20:36:37.289678] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=59.7414%)
[2025-12-26T20:36:37.289835] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-26T20:36:37.289878] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-26T20:36:37.291016] [INFO ] [main      ] Progress: 390/409 forecasts completed (95.4%). SCM finished in 0.7s. ETA: 3.2s. Rate: 356.39 forecasts/min
[2025-12-26T20:36:37.301742] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.304301] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-26T20:36:37.304353] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-26T20:36:37.304385] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-26T20:36:37.305187] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:37.305245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:37.310096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.436412] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.500278] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.569797] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-26T20:36:37.569865] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=57.3855%)
[2025-12-26T20:36:37.570017] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-26T20:36:37.570061] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-26T20:36:37.571669] [INFO ] [main      ] Progress: 391/409 forecasts completed (95.6%). CMI finished in 0.7s. ETA: 3.0s. Rate: 355.79 forecasts/min
[2025-12-26T20:36:37.581351] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.582450] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-26T20:36:37.582502] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-26T20:36:37.582535] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-26T20:36:37.583329] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:37.583390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:37.588237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:37.589347] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.590102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:37.590587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:37.591017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:37.591397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-26T20:36:37.594058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.648117] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-26
[2025-12-26T20:36:37.679725] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.762265] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.832621] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:37.840789] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-26T20:36:37.840875] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-13.25% (Conf=61.8475%)
[2025-12-26T20:36:37.841267] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-26T20:36:37.841320] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-26T20:36:37.841662] [INFO ] [main      ] Progress: 392/409 forecasts completed (95.8%). ENVX finished in 0.6s. ETA: 2.9s. Rate: 355.24 forecasts/min
[2025-12-26T20:36:37.845497] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-26T20:36:37.845565] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=55.3794%)
[2025-12-26T20:36:37.846002] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-26T20:36:37.846057] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-26T20:36:37.846620] [INFO ] [main      ] Progress: 393/409 forecasts completed (96.1%). DRLL finished in 0.7s. ETA: 2.7s. Rate: 356.12 forecasts/min
[2025-12-26T20:36:37.852852] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.854025] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-26T20:36:37.854078] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-26T20:36:37.854109] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-26T20:36:37.854913] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:37.854972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:37.856934] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.857868] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-26T20:36:37.857920] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-26T20:36:37.857952] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-26T20:36:37.858744] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:37.859798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-26T20:36:37.860593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.858802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:37.863217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:37.864319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:37.890917] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-26T20:36:37.891011] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=46.0566%)
[2025-12-26T20:36:37.891415] [INFO ] [main      ] Progress: 394/409 forecasts completed (96.3%). AVK finished in 0.6s. ETA: 2.5s. Rate: 356.79 forecasts/min
[2025-12-26T20:36:37.891550] [INFO ] [main      ] Fetching symbol history for EVAX...
[2025-12-26T20:36:37.891612] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2025-12-26T20:36:37.904135] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:37.905223] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2025-12-26T20:36:37.905279] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2025-12-26T20:36:37.905311] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2025-12-26T20:36:37.906252] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-26T20:36:37.906316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:37.911956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:37.913982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:37.914473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:37.914944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:37.915402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:37.916545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.916929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-26T20:36:37.919089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:37.933621] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.105283] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:38.188386] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-26T20:36:38.188453] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-7.08% (Conf=50.1219%)
[2025-12-26T20:36:38.188661] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-26T20:36:38.188709] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-26T20:36:38.189942] [INFO ] [main      ] Progress: 395/409 forecasts completed (96.6%). BDSX finished in 0.6s. ETA: 2.4s. Rate: 356.09 forecasts/min
[2025-12-26T20:36:38.201353] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:38.201698] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.202379] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-26T20:36:38.202501] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-26T20:36:38.202637] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-26T20:36:38.203889] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:38.203953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:38.205780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:38.206289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:38.206706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-26T20:36:38.265986] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.286541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:38.327851] [DEBUG] [MAG       ] EVAX: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.404806] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:38.441290] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:38.473352] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-26T20:36:38.473419] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=5.38% (Conf=47.8626%)
[2025-12-26T20:36:38.473774] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-26T20:36:38.473824] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-26T20:36:38.474657] [INFO ] [main      ] Progress: 396/409 forecasts completed (96.8%). ALVO finished in 0.6s. ETA: 2.2s. Rate: 355.47 forecasts/min
[2025-12-26T20:36:38.485107] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:38.486293] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-26T20:36:38.486344] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-26T20:36:38.486374] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-26T20:36:38.487197] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:38.487262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:38.492165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:38.494020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:38.494894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:38.495279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-26T20:36:38.510460] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:38.519158] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-26T20:36:38.519229] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=50.8925%)
[2025-12-26T20:36:38.519666] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-26T20:36:38.519718] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-26T20:36:38.520632] [INFO ] [main      ] Progress: 397/409 forecasts completed (97.1%). ENB finished in 0.7s. ETA: 2.0s. Rate: 356.12 forecasts/min
[2025-12-26T20:36:38.530979] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:38.532570] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-26T20:36:38.532642] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-26T20:36:38.532674] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-26T20:36:38.533486] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-26T20:36:38.533550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:38.535093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:38.535296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:38.535911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:38.536272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-26T20:36:38.536312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-26T20:36:38.584039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:38.587141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:38.587878] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2025-12-26T20:36:38.587944] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=53.2426%)
[2025-12-26T20:36:38.588107] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-26T20:36:38.588150] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-26T20:36:38.589639] [INFO ] [main      ] Progress: 398/409 forecasts completed (97.3%). EVAX finished in 0.7s. ETA: 1.9s. Rate: 356.65 forecasts/min
[2025-12-26T20:36:38.599670] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:38.601391] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-26T20:36:38.601445] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-26T20:36:38.601477] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-26T20:36:38.602304] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:38.602364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:38.604166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:38.604715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:38.605448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:38.606423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:38.607688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:38.635033] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.653246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:38.654489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-26T20:36:38.655220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-26T20:36:38.658356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-26T20:36:38.660190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:38.811220] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:38.880497] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-26T20:36:38.880585] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=47.5106%)
[2025-12-26T20:36:38.880752] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-26T20:36:38.880797] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-26T20:36:38.881963] [INFO ] [main      ] Progress: 399/409 forecasts completed (97.6%). PUK finished in 0.7s. ETA: 1.7s. Rate: 355.99 forecasts/min
[2025-12-26T20:36:38.892481] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:38.893357] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-26T20:36:38.893410] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-26T20:36:38.893441] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-26T20:36:38.894288] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:38.894348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-26T20:36:38.895024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:38.896160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:38.897941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-26T20:36:38.903652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:38.929094] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-26
[2025-12-26T20:36:38.955902] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.010259] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.099868] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.126648] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.163422] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-26T20:36:39.163488] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=42.3952%)
[2025-12-26T20:36:39.163852] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-26T20:36:39.163902] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-26T20:36:39.164669] [INFO ] [main      ] Progress: 400/409 forecasts completed (97.8%). RCS finished in 0.7s. ETA: 1.5s. Rate: 355.39 forecasts/min
[2025-12-26T20:36:39.175517] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.176542] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-26T20:36:39.176615] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-26T20:36:39.176648] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-26T20:36:39.177445] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:39.177516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:39.180484] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.182371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:39.184209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:39.184704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:39.185137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:39.185522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-26T20:36:39.186337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-26T20:36:39.187216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-26T20:36:39.188415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-26T20:36:39.189768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.189866] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-26T20:36:39.189934] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=52.4915%)
[2025-12-26T20:36:39.190356] [INFO ] [main      ] Progress: 401/409 forecasts completed (98.0%). CZWI finished in 0.6s. ETA: 1.3s. Rate: 356.14 forecasts/min
[2025-12-26T20:36:39.190484] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-26T20:36:39.190527] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-26T20:36:39.202356] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.203281] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-26T20:36:39.203338] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-26T20:36:39.203370] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-26T20:36:39.204170] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-26T20:36:39.204229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-26T20:36:39.204845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-26T20:36:39.206252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.259122] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.297721] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-26T20:36:39.297798] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=-3.33% (Conf=66.1376%)
[2025-12-26T20:36:39.298227] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-26T20:36:39.298289] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-26T20:36:39.298653] [INFO ] [main      ] Progress: 402/409 forecasts completed (98.3%). FCX finished in 0.8s. ETA: 1.2s. Rate: 356.46 forecasts/min
[2025-12-26T20:36:39.310436] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.311369] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-26T20:36:39.311426] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-26T20:36:39.311459] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-26T20:36:39.312343] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-26T20:36:39.312405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:39.314192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:39.314769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:39.315183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:39.317664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.434621] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.524021] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-26T20:36:39.524413] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=6.88% (Conf=59.8429%)
[2025-12-26T20:36:39.524587] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-26T20:36:39.524631] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-26T20:36:39.527675] [INFO ] [main      ] Progress: 403/409 forecasts completed (98.5%). EVH finished in 0.6s. ETA: 1.0s. Rate: 356.14 forecasts/min
[2025-12-26T20:36:39.534875] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.536426] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.537618] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-26T20:36:39.537669] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-26T20:36:39.537700] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-26T20:36:39.538491] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-26T20:36:39.538551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-26T20:36:39.543312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:39.545103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:39.545584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:39.546020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:39.546407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.549113] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.662506] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-26
[2025-12-26T20:36:39.705218] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.717846] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.782963] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-26T20:36:39.783031] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=54.7481%)
[2025-12-26T20:36:39.783211] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-26T20:36:39.783254] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-26T20:36:39.783930] [INFO ] [main      ] Progress: 404/409 forecasts completed (98.8%). OCFC finished in 0.6s. ETA: 0.8s. Rate: 355.68 forecasts/min
[2025-12-26T20:36:39.794502] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.795356] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-26T20:36:39.795422] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-26T20:36:39.795454] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-26T20:36:39.796249] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-26T20:36:39.796312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-26T20:36:39.798029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-26T20:36:39.798534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-26T20:36:39.798977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-26T20:36:39.800973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-26T20:36:39.801452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-26T20:36:39.802451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-26T20:36:39.804086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-26T20:36:39.805131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-26T20:36:39.805820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.808969] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-26T20:36:39.809038] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=50.3857%)
[2025-12-26T20:36:39.809198] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-26T20:36:39.809242] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-26T20:36:39.810652] [INFO ] [main      ] Progress: 405/409 forecasts completed (99.0%). MAA finished in 0.6s. ETA: 0.7s. Rate: 356.42 forecasts/min
[2025-12-26T20:36:39.821942] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-26T20:36:39.822795] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-26T20:36:39.822846] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-26T20:36:39.822876] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-26T20:36:39.823682] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-26T20:36:39.823740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-26T20:36:39.824621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-26T20:36:39.844744] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:39.884706] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-26
[2025-12-26T20:36:40.012123] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-26T20:36:40.012190] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=45.5943%)
[2025-12-26T20:36:40.012652] [INFO ] [main      ] Progress: 406/409 forecasts completed (99.3%). MCO finished in 0.7s. ETA: 0.5s. Rate: 356.25 forecasts/min
[2025-12-26T20:36:40.063631] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:40.134973] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-26T20:36:40.135054] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=52.416%)
[2025-12-26T20:36:40.135540] [INFO ] [main      ] Progress: 407/409 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 356.48 forecasts/min
[2025-12-26T20:36:40.147185] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-26
[2025-12-26T20:36:40.169497] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-26
[2025-12-26T20:36:40.315727] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:40.338993] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-29
[2025-12-26T20:36:40.377609] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-26T20:36:40.377678] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=42.6694%)
[2025-12-26T20:36:40.378218] [INFO ] [main      ] Progress: 408/409 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 356.10 forecasts/min
[2025-12-26T20:36:40.393964] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-26T20:36:40.394035] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=55.9223%)
[2025-12-26T20:36:40.394616] [INFO ] [main      ] Progress: 409/409 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 356.89 forecasts/min
[2025-12-26T20:36:40.418697] [INFO ] [main      ] Parallel forecast generation completed in 1m 9s. Processed 409 forecasts.
[2025-12-26T20:36:40.418857] [INFO ] [main      ] Generated and saved 409 forecast pairs.
[2025-12-26T20:36:41.133247] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (409/409 @ 100.00%)'
[2025-12-26T20:36:41.134598] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-26T20:36:41.134661] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-26T20:36:41.134983] [INFO ] [main      ] Found 29 forecast dates
[2025-12-26T20:36:41.135023] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-26T20:36:41.244820] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-26T20:36:41.248279] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-26T20:36:41.248387] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-26T20:36:41.347874] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-26T20:36:41.349500] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-26T20:36:41.349621] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-26T20:36:41.474264] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-26T20:36:41.476050] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-26T20:36:41.476152] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-26T20:36:41.569764] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-26T20:36:41.571373] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-26T20:36:41.571484] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-26T20:36:41.685155] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-26T20:36:41.706043] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-26T20:36:41.706189] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-26T20:36:41.822187] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-26T20:36:41.824111] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-26T20:36:41.824221] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-26T20:36:41.935694] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-26T20:36:41.938259] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-26T20:36:41.938373] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-26T20:36:42.042595] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-26T20:36:42.044331] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-26T20:36:42.044449] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-26T20:36:42.248258] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-26T20:36:42.251767] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-26T20:36:42.252039] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-26T20:36:42.440562] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-26T20:36:42.443471] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-26T20:36:42.443644] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-26T20:36:42.637541] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-26T20:36:42.640262] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-26T20:36:42.640404] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-26T20:36:42.855892] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-26T20:36:42.859160] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-26T20:36:42.859328] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-26T20:36:43.108880] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-26T20:36:43.112146] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-26T20:36:43.112325] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-26T20:36:43.336959] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-26T20:36:43.340253] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-26T20:36:43.340411] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-26T20:36:43.550466] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-26T20:36:43.553701] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-26T20:36:43.553898] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-26T20:36:43.768391] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-26T20:36:43.771857] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-26T20:36:43.772044] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-26T20:36:43.877369] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-26T20:36:43.879202] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-26T20:36:43.879324] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-26T20:36:43.972332] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-26T20:36:43.973957] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-26T20:36:43.974055] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-26T20:36:44.074736] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-26T20:36:44.076289] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-26T20:36:44.076393] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-26T20:36:44.175355] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-26T20:36:44.176968] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-26T20:36:44.177068] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-26T20:36:44.264939] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-26T20:36:44.266584] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-26T20:36:44.266697] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-26T20:36:44.371812] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-26T20:36:44.373454] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-26T20:36:44.373565] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-26T20:36:44.485530] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-26T20:36:44.487184] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-26T20:36:44.487307] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-26T20:36:44.574172] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-26T20:36:44.575782] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-26T20:36:44.575888] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-26T20:36:44.675561] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2025-12-26T20:36:44.677274] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-26T20:36:44.677372] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2025-12-26T20:36:44.764108] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2025-12-26T20:36:44.765647] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2025-12-26T20:36:44.765745] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2025-12-26T20:36:44.851036] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2025-12-26T20:36:44.852609] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2025-12-26T20:36:44.852737] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2025-12-26T20:36:44.931880] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2025-12-26T20:36:44.933254] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2025-12-26T20:36:44.933346] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2025-12-26T20:36:44.942865] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2025-12-26T20:36:44.942960] [INFO ] [main      ] Generated 29/29 forecast reports
[2025-12-26T20:36:44.943011] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-29.txt
[2025-12-26T20:36:45.586639] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-29'
[2025-12-26T20:36:45.586832] [INFO ] [main      ] Forecast report email sent for 2025-12-29
[2025-12-26T20:36:45.586893] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-26T20:36:45.587113] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-26T20:36:45.587306] [INFO ] [STATE     ] Last completion updated: 2025-12-26T20:36:45.587178