[2025-12-19T20:30:03.038992] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-19T20:30:03.211780] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-19T20:30:03.381450] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-19T20:30:03.554165] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-19T20:30:03.728833] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-19T20:30:03.729164] [WARN ] [STATE     ] State set to: WAITING
[2025-12-19T20:30:03.729229] [INFO ] [STATE     ] Checking service statuses...
[2025-12-19T20:30:03.735781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:03.740518] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:03.808312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:03.875258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:03.942966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:03.943057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:06.948395] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:06.952352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:06.956468] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:06.960453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:06.964731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:06.964825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:09.971030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:09.975229] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:09.979434] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:09.983332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:09.987223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:09.987343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:12.994104] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:12.999119] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:13.005080] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:13.010189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:13.018127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:13.019266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:16.024475] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:16.028201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:16.032423] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:16.035944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:16.039617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:16.039715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:19.044594] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:19.048196] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:19.051731] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:19.055213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:19.058872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:19.058964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:22.064922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:22.070080] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:22.075446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:22.079353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:22.083025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:22.083095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:25.089520] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:25.094408] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:25.098018] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:25.101738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:25.105544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:25.105647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:28.112024] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:28.116432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:28.120357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:28.124000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:28.127464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:28.127543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:31.132364] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:31.136085] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:31.139704] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:31.143297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:31.146788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:31.146872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:34.151659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:34.155307] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:34.160137] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:34.165649] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:34.170995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:34.171115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:37.175913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:37.179721] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:37.183527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:37.187355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:37.191374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:37.191488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:40.197733] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:40.201872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:40.205235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:40.208407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:40.211763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:40.211831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:43.217821] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:43.221495] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:43.224787] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:43.228039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:43.231522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:43.231612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:46.237499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:46.241255] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:46.244586] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:46.248006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:46.251683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:46.251761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:49.257242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:49.260963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:49.264408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:49.267776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:49.271160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:49.271247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:52.275916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:52.279200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:52.282423] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:52.286338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:52.290732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:52.290892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:55.295919] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:55.300478] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:55.304660] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:55.308859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:55.313261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:55.313360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:30:58.318152] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:30:58.322138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:30:58.326134] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:30:58.330220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:30:58.333685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:30:58.333787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:01.341511] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:01.347608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:01.354006] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:01.359267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:01.364378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:01.364754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:04.369482] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:04.373241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:04.378221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:04.383213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:04.387163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:04.387235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:07.392404] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:07.396165] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:07.399878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:07.403952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:07.407483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:07.407563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:10.412612] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:10.416180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:10.421198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:10.426791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:10.432205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:10.432364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:13.438345] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:13.443844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:13.449765] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:13.455883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:13.461498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:13.461673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:16.466294] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:16.470191] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:16.474975] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:16.478817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:16.482130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:16.482201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:19.488071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:19.493704] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:19.499012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:19.504101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:19.508768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:19.508874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:22.513604] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:22.517055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:22.520588] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:22.523898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:22.527191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:22.527283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:25.532265] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:25.536211] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:25.541229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:25.545348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:25.549280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:25.549347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:28.553902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:28.557736] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:28.561246] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:28.564731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:28.568183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:28.568275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:31.572478] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:31.575997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:31.579381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:31.582795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:31.586069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:31.586141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:34.590683] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:34.594056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:34.598023] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:34.601900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:34.605627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:34.605706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:37.610635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:37.614265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:37.617807] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:37.621199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:37.624466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:37.624535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:40.630219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:40.633853] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:40.637345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:40.641240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:40.644974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:40.645063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:43.650677] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:43.654247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:43.657976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:43.661454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:43.664838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:43.664932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:46.670194] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:46.673983] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:46.677498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:46.680914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:46.684722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:46.684805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:49.689728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:49.693291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:49.697145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:49.701195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:49.705052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:49.705129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:52.710219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:52.714663] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:52.718718] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:52.722587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:52.726827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:52.726941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:55.732919] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:55.738123] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:55.743346] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:55.748509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:55.753294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:55.753395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:31:58.758218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:31:58.762042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:31:58.765653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:31:58.773002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:31:58.777170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:31:58.777262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:01.784159] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:01.788025] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:01.792372] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:01.795930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:01.801424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:01.801667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:04.806773] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:04.810194] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:04.813972] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:04.817770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:04.821466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:04.821538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:07.826642] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:07.830609] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:07.834266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:07.837828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:07.841413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:07.841487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:10.846069] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:10.849454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:10.852915] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:10.856470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:10.859993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:10.860080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:13.864693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:13.868867] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:13.873491] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:13.877930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:13.882123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:13.882226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:16.886981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:16.890653] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:16.894043] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:16.897682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:16.901245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:16.901352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:19.906211] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:19.909910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:19.913478] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:19.916893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:19.920421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:19.920540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:22.926153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:22.929724] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:22.932959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:22.936535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:22.939887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:22.939957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:25.944123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:25.947384] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:25.950641] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:25.953818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:25.956916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:25.956984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:28.962556] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:28.966610] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:28.970603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:28.974531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:28.978514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:28.978620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:31.983919] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:31.987306] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:31.990638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:31.993931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:31.997320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:31.997402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:35.002184] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:35.005956] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:35.073336] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:35.141121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:35.207615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:35.207712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:38.212690] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:38.216771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:38.221691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:38.225824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:38.229997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:38.230122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:41.236517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:41.241335] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:41.245951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:41.250333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:41.254205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:41.254300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:44.259035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:44.262439] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:44.265929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:44.269222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:44.272756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:44.272841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:47.278072] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:47.281885] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:47.285459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:47.288964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:47.292368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:47.292439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:50.297190] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:50.301303] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:50.304911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:50.308427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:50.312098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:50.312214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:53.317260] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:53.321187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:53.324884] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:53.328543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:53.332423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:53.332525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:56.337214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:56.341207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:56.344787] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:56.348121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:56.351691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:56.351763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:32:59.356423] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:32:59.360385] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:32:59.364608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:32:59.368393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:32:59.372305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:32:59.372406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:02.377125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:02.381301] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:02.384794] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:02.388034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:02.391489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:02.391560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:05.396552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:05.400001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:05.404679] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:05.409053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:05.412953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:05.413027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:08.418224] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:08.421971] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:08.425633] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:08.429592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:08.433328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:08.433416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:11.438128] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:11.442189] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:11.446108] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:11.449588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:11.453076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:11.453179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:14.458209] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:14.461803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:14.465286] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:14.468967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:14.472684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:14.472762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:17.477776] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:17.481427] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:17.484660] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:17.487891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:17.491098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:17.491166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:20.495895] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:20.499271] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:20.502518] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:20.506221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:20.509436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:20.509515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:23.513472] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:23.516701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:23.519867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:23.522968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:23.526056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:23.526125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:26.531547] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:26.536477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:26.540911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:26.544897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:26.548740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:26.548867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:29.553332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:29.557047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:29.560382] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:29.563587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:29.566785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:29.566855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:32.572282] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:32.575794] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:32.579140] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:32.582468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:32.586058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:32.586168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:35.591349] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:35.595089] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:35.600600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:35.605052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:35.609058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:35.609141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:38.613958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:38.617668] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:38.621135] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:38.624783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:38.628227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:38.628308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:41.633004] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:41.636821] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:41.640207] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:41.644924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:41.649646] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:41.649786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:44.655375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:44.659055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:44.662566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:44.666351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:44.669991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:44.670103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:47.674999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:47.678903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:47.682479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:47.685943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:47.689426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:47.689513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:50.694314] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:50.698173] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:50.701486] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:50.704789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:50.708007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:50.708076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:53.713446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:53.716890] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:53.721045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:53.724728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:53.728132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:53.728222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:56.733305] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:56.737330] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:56.741011] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:56.745673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:56.749209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:56.749284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:33:59.755046] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:33:59.759712] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:33:59.764320] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:33:59.769004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:33:59.773657] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:33:59.773754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:02.778451] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:02.782293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:02.785741] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:02.789302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:02.792723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:02.792815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:05.798082] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:05.802464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:05.806879] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:05.812479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:05.820437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:05.820615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:08.825664] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:08.829634] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:08.833102] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:08.836502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:08.840039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:08.840129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:11.845142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:11.849529] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:11.853317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:11.856526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:11.859798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:11.859874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:14.864656] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:14.868276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:14.871717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:14.875030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:14.878438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:14.878534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:17.884110] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:17.888212] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:17.892399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:17.896780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:17.900417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:17.900492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:20.906698] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:20.911597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:20.916907] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:20.922126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:20.926623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:20.926771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:23.931628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:23.935033] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:23.938283] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:23.941554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:23.945480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:23.945546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:26.950749] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:26.954084] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:26.957343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:26.960648] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:26.963878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:26.963947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:29.968624] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:29.972026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:29.975290] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:29.978475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:29.981895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:29.981978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:32.986902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:32.990337] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:32.993601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:32.996817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:32.999995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:33.000067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:36.004359] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:36.007807] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:36.073566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:36.139636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:36.205222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:36.205300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:39.210526] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:39.215066] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:39.219270] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:39.223749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:39.227999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:39.228076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:42.233319] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:42.236918] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:42.240894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:42.244385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:42.247847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:42.247928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:45.253375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:45.257167] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:45.260761] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:45.264031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:45.267267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:45.267340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:48.272553] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:48.276313] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:48.280159] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:48.283622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:48.287224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:48.287299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:51.292555] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:51.296177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:51.299520] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:51.302729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:51.305954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:51.306041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:54.311230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:54.314891] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:54.318194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:54.321487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:54.324669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:54.324750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:34:57.329885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:34:57.334496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:34:57.338397] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:34:57.341826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:34:57.346155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:34:57.346286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:00.351297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:00.354896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:00.358238] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:00.361695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:00.365040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:00.365119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:03.369833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:03.373887] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:03.377849] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:03.382040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:03.385973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:03.386064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:06.390850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:06.395202] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:06.399356] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:06.403869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:06.409424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:06.409558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:09.414514] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:09.418022] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:09.421471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:09.424733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:09.427892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:09.427967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:12.433215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:12.436911] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:12.440491] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:12.444134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:12.447671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:12.447753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:15.452816] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:15.456329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:15.459630] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:15.463211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:15.466604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:15.466677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:18.472093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:18.475745] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:18.479082] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:18.482416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:18.485740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:18.485809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:21.491191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:21.495291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:21.499039] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:21.502447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:21.506718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:21.506872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:24.512434] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:24.516258] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:24.519878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-19T20:35:24.523273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:24.526647] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:24.526741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-19T20:35:27.532018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-19T20:35:27.536481] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:27.540661] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-19T20:35:27.545183] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-19), and is a dependency of this service.
[2025-12-19T20:35:27.549942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-19T20:35:27.554201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-19T20:35:27.554551] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-19T20:35:27.554702] [INFO ] [MODE      ] Using multithreaded
[2025-12-19T20:35:27.554760] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-19T20:35:27.561514] [DEBUG] [REMOTE    ] Found 49 available forecast dates.
[2025-12-19T20:35:27.561825] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-22.txt'.
[2025-12-19T20:35:27.568844] [DEBUG] [REMOTE    ] Fetched 3559 signal forecasts for 2025-12-22.
[2025-12-19T20:35:27.598768] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-19T20:35:27.600305] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-19T20:35:27.600374] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-19T20:35:28.079901] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-19T20:35:28.089519] [INFO ] [MODE      ] Using multithreaded
[2025-12-19T20:35:28.089615] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-19T20:35:28.089673] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-19T20:35:28.096304] [DEBUG] [REMOTE    ] Found 49 available forecast dates.
[2025-12-19T20:35:28.096509] [INFO ] [main      ] Found available forecast date (2025-12-22).
[2025-12-19T20:35:28.096619] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-22.txt'.
[2025-12-19T20:35:28.103428] [DEBUG] [REMOTE    ] Fetched 3559 signal forecasts for 2025-12-22.
[2025-12-19T20:35:28.103833] [INFO ] [main      ] Fetched 3559 forecasts.
[2025-12-19T20:35:28.104282] [INFO ] [main      ] Found 455 high-confidence bullish forecasts (>= 90.0%).
[2025-12-19T20:35:28.104383] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 455 symbols
[2025-12-19T20:35:28.134446] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-19T20:35:28.134604] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-19T20:35:28.134788] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-19T20:35:28.134857] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-19T20:35:28.134621] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-19T20:35:28.134966] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-19T20:35:28.135811] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-19T20:35:28.136049] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-19T20:35:28.160279] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.161591] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-19T20:35:28.161655] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-19T20:35:28.161693] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-19T20:35:28.162140] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.163078] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-19T20:35:28.163151] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-19T20:35:28.163202] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-19T20:35:28.163915] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:28.164013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.164987] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:28.165067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.165074] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.166133] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-19T20:35:28.166202] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-19T20:35:28.166248] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-19T20:35:28.166495] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.167592] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-19T20:35:28.167653] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-19T20:35:28.167690] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-19T20:35:28.168132] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-19T20:35:28.168227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:28.169663] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:28.169740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:28.170911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:28.170931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:28.171906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:28.172068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:28.172259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:28.172430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:28.173080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:28.173121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:28.173673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:28.173796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:28.174124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:28.174304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:28.174328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:28.175134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:28.175193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:28.176298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.176974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:28.177737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:28.180825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:28.183280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:28.183786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:28.184830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:28.186544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:28.187668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:28.188352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:28.189837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:28.192742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.226524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:28.226962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:28.228110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.228635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:28.231870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.517159] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-19
[2025-12-19T20:35:28.534218] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-19
[2025-12-19T20:35:28.590749] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-19
[2025-12-19T20:35:28.596475] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-19
[2025-12-19T20:35:28.682754] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:28.700941] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:28.764327] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:28.769012] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:28.782786] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-19T20:35:28.782864] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=32.11% (Conf=47.8997%)
[2025-12-19T20:35:28.783135] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-19T20:35:28.783185] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-19T20:35:28.784718] [INFO ] [main      ] Progress: 1/455 forecasts completed (0.2%). PMAX finished in 0.6s. ETA: 5m 9s. Rate: 88.20 forecasts/min
[2025-12-19T20:35:28.787531] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-19T20:35:28.787650] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=-0.08% (Conf=29.3567%)
[2025-12-19T20:35:28.788167] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-19T20:35:28.788225] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-19T20:35:28.788307] [INFO ] [main      ] Progress: 2/455 forecasts completed (0.4%). PFL finished in 0.7s. ETA: 2m 35s. Rate: 175.47 forecasts/min
[2025-12-19T20:35:28.794931] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.795988] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-19T20:35:28.796046] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-19T20:35:28.796078] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-19T20:35:28.796893] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:28.796954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.798699] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.799409] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-19T20:35:28.799463] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-19T20:35:28.799495] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-19T20:35:28.800268] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:28.800359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.801773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:28.802558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:28.803416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:28.805126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:28.805247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:28.805898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.807065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:28.807525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:28.807952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:28.809179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:28.809927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.867264] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-19T20:35:28.867397] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=53.3928%)
[2025-12-19T20:35:28.867751] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-19T20:35:28.867818] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-19T20:35:28.868924] [INFO ] [main      ] Progress: 3/455 forecasts completed (0.7%). CNK finished in 0.7s. ETA: 1m 55s. Rate: 235.45 forecasts/min
[2025-12-19T20:35:28.879874] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.880953] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-19T20:35:28.881012] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-19T20:35:28.881044] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-19T20:35:28.882137] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:28.882198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.887217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:28.889025] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-19T20:35:28.889112] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.43% (Conf=58.1949%)
[2025-12-19T20:35:28.889606] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-19T20:35:28.889672] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-19T20:35:28.889653] [INFO ] [main      ] Progress: 4/455 forecasts completed (0.9%). CCK finished in 0.8s. ETA: 1m 29s. Rate: 305.65 forecasts/min
[2025-12-19T20:35:28.901041] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:28.901844] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-19T20:35:28.901902] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-19T20:35:28.901934] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-19T20:35:28.902776] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:28.902843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:28.907788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:28.909789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:28.910432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:28.953611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:28.995415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:29.040074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:29.040887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:29.143598] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-19
[2025-12-19T20:35:29.146961] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-19
[2025-12-19T20:35:29.300151] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-19
[2025-12-19T20:35:29.317292] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:29.318614] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:29.401432] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-19T20:35:29.401530] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-5.20% (Conf=56.0096%)
[2025-12-19T20:35:29.402089] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-19T20:35:29.402162] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-19T20:35:29.402680] [INFO ] [main      ] Progress: 5/455 forecasts completed (1.1%). RRGB finished in 0.6s. ETA: 1m 57s. Rate: 231.08 forecasts/min
[2025-12-19T20:35:29.416345] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:29.417522] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-19T20:35:29.417618] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-19T20:35:29.417661] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-19T20:35:29.418530] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:29.418617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:29.419541] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-19
[2025-12-19T20:35:29.424406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:29.425910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:29.428018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:29.428445] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-19T20:35:29.428520] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-4.49% (Conf=59.8362%)
[2025-12-19T20:35:29.428709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:29.428757] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-19T20:35:29.428807] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-19T20:35:29.430204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:29.430666] [INFO ] [main      ] Progress: 6/455 forecasts completed (1.3%). STEM finished in 0.6s. ETA: 1m 39s. Rate: 271.45 forecasts/min
[2025-12-19T20:35:29.432374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:29.435816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:29.440858] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:29.442527] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-19T20:35:29.442622] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-19T20:35:29.442664] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-19T20:35:29.443768] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:29.443839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:29.449248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:29.450780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:29.452828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:29.536338] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:29.622239] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-19T20:35:29.622344] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=51.3622%)
[2025-12-19T20:35:29.622884] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-19T20:35:29.622959] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-19T20:35:29.622987] [INFO ] [main      ] Progress: 7/455 forecasts completed (1.5%). SOJC finished in 0.7s. ETA: 1m 37s. Rate: 276.58 forecasts/min
[2025-12-19T20:35:29.639810] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:29.641066] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-19T20:35:29.641143] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-19T20:35:29.641193] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-19T20:35:29.642497] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:29.642601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:29.650201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:29.651334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:29.654735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:29.665001] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:29.769628] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-19T20:35:29.769727] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=0.36% (Conf=42.2973%)
[2025-12-19T20:35:29.770269] [INFO ] [main      ] Progress: 8/455 forecasts completed (1.8%). CBNK finished in 0.9s. ETA: 1m 33s. Rate: 288.15 forecasts/min
[2025-12-19T20:35:29.770440] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-19T20:35:29.770504] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-19T20:35:29.786888] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:29.788100] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-19T20:35:29.788177] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-19T20:35:29.788299] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-19T20:35:29.789536] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:29.789633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:29.791182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:29.792417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:29.794352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:29.796436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:29.799386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:29.907128] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-19
[2025-12-19T20:35:29.937645] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.143693] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.173756] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.214153] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.266839] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.293429] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-19T20:35:30.293522] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=10.23% (Conf=53.6964%)
[2025-12-19T20:35:30.294016] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-19T20:35:30.294086] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-19T20:35:30.295662] [INFO ] [main      ] Progress: 9/455 forecasts completed (2.0%). OVID finished in 0.9s. ETA: 1m 49s. Rate: 246.44 forecasts/min
[2025-12-19T20:35:30.310344] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:30.311537] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-19T20:35:30.311639] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-19T20:35:30.311676] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-19T20:35:30.312561] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-19T20:35:30.312650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:30.314403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:30.314983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:30.315455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:30.327353] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-19T20:35:30.327452] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.83% (Conf=40.3916%)
[2025-12-19T20:35:30.327982] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-19T20:35:30.328070] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-19T20:35:30.328736] [INFO ] [main      ] Progress: 10/455 forecasts completed (2.2%). PVL finished in 0.9s. ETA: 1m 39s. Rate: 269.75 forecasts/min
[2025-12-19T20:35:30.345987] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:30.347419] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-19T20:35:30.347514] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-19T20:35:30.347564] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-19T20:35:30.349161] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:30.349287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:30.350758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:30.352156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:30.356544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:30.386543] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.434971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:30.436095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:30.436861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:30.455456] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-19T20:35:30.455460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:30.455553] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=45.1008%)
[2025-12-19T20:35:30.455804] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-19T20:35:30.455870] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-19T20:35:30.456817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:30.457669] [INFO ] [main      ] Progress: 11/455 forecasts completed (2.4%). PAX finished in 0.8s. ETA: 1m 35s. Rate: 280.47 forecasts/min
[2025-12-19T20:35:30.459704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:30.460817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:30.461511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:30.470628] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.472383] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:30.473446] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-19T20:35:30.473519] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-19T20:35:30.473592] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-19T20:35:30.474815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:30.474897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:30.477419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:30.478200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:30.478859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:30.480176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:30.622606] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-19T20:35:30.622697] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=7.23% (Conf=60.1305%)
[2025-12-19T20:35:30.623145] [INFO ] [main      ] Progress: 12/455 forecasts completed (2.6%). AN finished in 0.9s. ETA: 1m 33s. Rate: 285.86 forecasts/min
[2025-12-19T20:35:30.623306] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-19T20:35:30.623367] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-19T20:35:30.636559] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:30.637737] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-19T20:35:30.637801] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-19T20:35:30.637834] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-19T20:35:30.638770] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:30.638835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:30.639943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:30.641890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:30.643004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:30.742309] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.810245] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.826128] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-19
[2025-12-19T20:35:30.908055] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.976521] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.982503] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-19T20:35:30.982931] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.96% (Conf=55.2775%)
[2025-12-19T20:35:30.983290] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-19T20:35:30.983351] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-19T20:35:30.983697] [INFO ] [main      ] Progress: 13/455 forecasts completed (2.9%). NKSH finished in 0.7s. ETA: 1m 38s. Rate: 270.90 forecasts/min
[2025-12-19T20:35:30.990432] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:30.996123] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:30.997111] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-19T20:35:30.997165] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-19T20:35:30.997197] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-19T20:35:30.997966] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:30.998027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:31.002738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:31.003130] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-19
[2025-12-19T20:35:31.003548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:31.005801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:31.042935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:31.043329] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-19T20:35:31.043399] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=-1.88% (Conf=25.6488%)
[2025-12-19T20:35:31.043732] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-19T20:35:31.043783] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-19T20:35:31.043935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:31.044658] [INFO ] [main      ] Progress: 14/455 forecasts completed (3.1%). DSX finished in 0.6s. ETA: 1m 33s. Rate: 285.69 forecasts/min
[2025-12-19T20:35:31.044979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.054967] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.055768] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-19T20:35:31.055819] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-19T20:35:31.055850] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-19T20:35:31.056619] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:31.056678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:31.057411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:31.058253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:31.059963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.112518] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-19T20:35:31.112614] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=1.64% (Conf=54.7349%)
[2025-12-19T20:35:31.112979] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-19T20:35:31.113031] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-19T20:35:31.113645] [INFO ] [main      ] Progress: 15/455 forecasts completed (3.3%). TFII finished in 0.8s. ETA: 1m 28s. Rate: 299.08 forecasts/min
[2025-12-19T20:35:31.124313] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.125315] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-19T20:35:31.125389] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-19T20:35:31.125423] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-19T20:35:31.126236] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:31.126301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:31.130982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.182544] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:31.238173] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-19T20:35:31.238260] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=46.1078%)
[2025-12-19T20:35:31.238720] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-19T20:35:31.238780] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-19T20:35:31.239637] [INFO ] [main      ] Progress: 16/455 forecasts completed (3.5%). BFK finished in 0.6s. ETA: 1m 26s. Rate: 306.20 forecasts/min
[2025-12-19T20:35:31.249848] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.251305] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-19T20:35:31.251370] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-19T20:35:31.251404] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-19T20:35:31.252244] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:31.252329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:31.257513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:31.259518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:31.260042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:31.260481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:31.261764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:31.262234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:31.263587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:31.265789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.383393] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-19
[2025-12-19T20:35:31.387848] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-19
[2025-12-19T20:35:31.463622] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-19
[2025-12-19T20:35:31.547340] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:31.550424] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:31.622438] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-19
[2025-12-19T20:35:31.629460] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:31.660100] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-19T20:35:31.660175] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-0.22% (Conf=66.98%)
[2025-12-19T20:35:31.660546] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-19T20:35:31.660614] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-19T20:35:31.661560] [INFO ] [main      ] Progress: 17/455 forecasts completed (3.7%). XYL finished in 0.7s. ETA: 1m 32s. Rate: 286.75 forecasts/min
[2025-12-19T20:35:31.672674] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.673736] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-19T20:35:31.673790] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-19T20:35:31.673822] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-19T20:35:31.674637] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:31.674700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:31.674695] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-19T20:35:31.674758] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.53% (Conf=72.4875%)
[2025-12-19T20:35:31.675082] [INFO ] [main      ] Progress: 18/455 forecasts completed (4.0%). IBM finished in 0.6s. ETA: 1m 27s. Rate: 302.47 forecasts/min
[2025-12-19T20:35:31.675200] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-19T20:35:31.675242] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-19T20:35:31.680132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:31.680972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:31.682983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:31.687338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.687657] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.688481] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-19T20:35:31.688531] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-19T20:35:31.688562] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-19T20:35:31.689364] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:31.689441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:31.691015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:31.691788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.704791] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-19T20:35:31.704868] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-3.50% (Conf=49.2043%)
[2025-12-19T20:35:31.705258] [INFO ] [main      ] Progress: 19/455 forecasts completed (4.2%). RAIL finished in 0.6s. ETA: 1m 23s. Rate: 316.59 forecasts/min
[2025-12-19T20:35:31.705455] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-19T20:35:31.705503] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-19T20:35:31.717986] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.719434] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-19T20:35:31.719517] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-19T20:35:31.719555] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-19T20:35:31.720603] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:31.720672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:31.722431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:31.722990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:31.723396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:31.773523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:31.776690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:31.799563] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:31.875324] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-19T20:35:31.875409] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=48.7917%)
[2025-12-19T20:35:31.875962] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-19T20:35:31.876020] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-19T20:35:31.876673] [INFO ] [main      ] Progress: 20/455 forecasts completed (4.4%). IEF finished in 0.6s. ETA: 1m 22s. Rate: 318.11 forecasts/min
[2025-12-19T20:35:31.888402] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:31.889635] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-19T20:35:31.889692] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-19T20:35:31.889723] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-19T20:35:31.890528] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:31.890615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:31.896125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:31.898058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:31.898691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:31.899490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:31.900415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:31.901285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:31.904076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:31.904895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:31.906008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.022965] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.023096] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.143454] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.188391] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.190128] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.254369] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-19T20:35:32.254436] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=61.7618%)
[2025-12-19T20:35:32.254829] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-19T20:35:32.254881] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-19T20:35:32.255686] [INFO ] [main      ] Progress: 21/455 forecasts completed (4.6%). BPYPM finished in 0.6s. ETA: 1m 26s. Rate: 303.52 forecasts/min
[2025-12-19T20:35:32.266281] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:32.267134] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-19T20:35:32.267183] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-19T20:35:32.267214] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-19T20:35:32.267992] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:32.268052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:32.269685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:32.271502] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.271894] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-19T20:35:32.271966] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.56% (Conf=46.663%)
[2025-12-19T20:35:32.272130] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-19T20:35:32.272174] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-19T20:35:32.272339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:32.273666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:32.273664] [INFO ] [main      ] Progress: 22/455 forecasts completed (4.8%). SO finished in 0.6s. ETA: 1m 22s. Rate: 316.61 forecasts/min
[2025-12-19T20:35:32.276805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.284818] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:32.285551] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-19T20:35:32.285623] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-19T20:35:32.285655] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-19T20:35:32.286536] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:32.286616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:32.288385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:32.289065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:32.289613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.317816] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.419085] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-19T20:35:32.419153] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=-1.90% (Conf=49.7359%)
[2025-12-19T20:35:32.419512] [INFO ] [main      ] Progress: 23/455 forecasts completed (5.1%). NIC finished in 0.7s. ETA: 1m 21s. Rate: 319.81 forecasts/min
[2025-12-19T20:35:32.419656] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-19T20:35:32.419701] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-19T20:35:32.430639] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 299 rows of historical data.
[2025-12-19T20:35:32.431742] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-19T20:35:32.431796] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-19T20:35:32.431827] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-19T20:35:32.432636] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:32.432699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:32.434439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:32.434965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:32.435349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:32.446652] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.452743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:32.454212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.549354] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-19T20:35:32.549430] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=0.65% (Conf=68.3196%)
[2025-12-19T20:35:32.549843] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-19T20:35:32.549908] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-19T20:35:32.551657] [INFO ] [main      ] Progress: 24/455 forecasts completed (5.3%). BAM finished in 0.7s. ETA: 1m 20s. Rate: 323.80 forecasts/min
[2025-12-19T20:35:32.563270] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:32.564169] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-19T20:35:32.564228] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-19T20:35:32.564264] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-19T20:35:32.565102] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:32.565172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:32.570418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:32.572334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:32.572837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:32.573263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:32.575035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:32.575495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:32.576664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:32.578772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.616406] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.622540] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.791836] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.791937] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.800504] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:32.870776] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-19T20:35:32.870852] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=59.1936%)
[2025-12-19T20:35:32.871214] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-19T20:35:32.871266] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-19T20:35:32.871651] [INFO ] [main      ] Progress: 25/455 forecasts completed (5.5%). MNRO finished in 0.6s. ETA: 1m 22s. Rate: 314.65 forecasts/min
[2025-12-19T20:35:32.885377] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:32.886408] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-19T20:35:32.886467] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-19T20:35:32.886501] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-19T20:35:32.887297] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:32.887361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:32.892232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:32.894071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:32.894617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:32.895013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:32.895755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:32.897330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:32.898063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.906081] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-19T20:35:32.906149] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-1.32% (Conf=52.0759%)
[2025-12-19T20:35:32.906489] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-19T20:35:32.906539] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-19T20:35:32.907657] [INFO ] [main      ] Progress: 26/455 forecasts completed (5.7%). KBWB finished in 0.7s. ETA: 1m 19s. Rate: 324.78 forecasts/min
[2025-12-19T20:35:32.920506] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:32.921615] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-19T20:35:32.921682] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-19T20:35:32.921714] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-19T20:35:32.922488] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:35:32.922553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:32.927213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:32.928524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:32.930261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:32.930769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:32.931708] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-19
[2025-12-19T20:35:32.931793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:32.933418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:32.934421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:32.935085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:32.936242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:32.937982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:32.961595] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.024789] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-19T20:35:33.024858] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=0.20% (Conf=51.7838%)
[2025-12-19T20:35:33.025210] [INFO ] [main      ] Progress: 27/455 forecasts completed (5.9%). BFIN finished in 0.6s. ETA: 1m 18s. Rate: 329.22 forecasts/min
[2025-12-19T20:35:33.025338] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-19T20:35:33.025380] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-19T20:35:33.036205] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.037293] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-19T20:35:33.037350] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-19T20:35:33.037381] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-19T20:35:33.038178] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:33.038238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:33.043099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:33.045049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:33.098417] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.162793] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-19T20:35:33.162899] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-19T20:35:33.163350] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-19T20:35:33.163407] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-19T20:35:33.163672] [INFO ] [main      ] Progress: 28/455 forecasts completed (6.2%). AGNCO finished in 0.6s. ETA: 1m 17s. Rate: 332.07 forecasts/min
[2025-12-19T20:35:33.176096] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.177114] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-19T20:35:33.177167] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-19T20:35:33.177202] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-19T20:35:33.178004] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:33.178065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:33.182965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:33.236466] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-19
[2025-12-19T20:35:33.284154] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-19
[2025-12-19T20:35:33.386443] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-19
[2025-12-19T20:35:33.400357] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.455113] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.513668] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-19T20:35:33.513740] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-1.44% (Conf=48.6001%)
[2025-12-19T20:35:33.513910] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-19T20:35:33.513955] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-19T20:35:33.515662] [INFO ] [main      ] Progress: 29/455 forecasts completed (6.4%). AZN finished in 0.6s. ETA: 1m 19s. Rate: 321.55 forecasts/min
[2025-12-19T20:35:33.546170] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-19
[2025-12-19T20:35:33.549006] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.553624] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-19T20:35:33.553686] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-19T20:35:33.553719] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-19T20:35:33.554671] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:33.554737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:33.559760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:33.561628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:33.562151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:33.562552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:33.563307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:33.565732] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.643224] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-19T20:35:33.643304] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=2.04% (Conf=48.3171%)
[2025-12-19T20:35:33.643710] [INFO ] [main      ] Progress: 30/455 forecasts completed (6.6%). FCTE finished in 0.6s. ETA: 1m 18s. Rate: 324.95 forecasts/min
[2025-12-19T20:35:33.643854] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-19T20:35:33.643903] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-19T20:35:33.656040] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.657843] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-19T20:35:33.657901] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-19T20:35:33.657932] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-19T20:35:33.658786] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:33.658847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:33.660220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:33.671632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:33.711098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:33.712652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:33.713759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:33.723991] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:33.740227] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-19T20:35:33.740301] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=-0.42% (Conf=41.8755%)
[2025-12-19T20:35:33.740711] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-19T20:35:33.740764] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-19T20:35:33.741657] [INFO ] [main      ] Progress: 31/455 forecasts completed (6.8%). CAH finished in 0.8s. ETA: 1m 17s. Rate: 329.95 forecasts/min
[2025-12-19T20:35:33.751737] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.752780] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-19T20:35:33.756231] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-19T20:35:33.756270] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-19T20:35:33.757071] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:33.757132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:33.761843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:33.864727] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-19T20:35:33.864800] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=55.0682%)
[2025-12-19T20:35:33.865159] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-19T20:35:33.865208] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-19T20:35:33.865660] [INFO ] [main      ] Progress: 32/455 forecasts completed (7.0%). ONTO finished in 0.7s. ETA: 1m 16s. Rate: 333.26 forecasts/min
[2025-12-19T20:35:33.868540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:33.876818] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:33.877869] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-19T20:35:33.877924] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-19T20:35:33.877965] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-19T20:35:33.878826] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:33.878886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:33.882911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:33.883689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:33.884503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:33.884516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.001473] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.061763] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.170891] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.216126] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.217041] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.236039] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.275871] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-19T20:35:34.275943] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.12% (Conf=40.2026%)
[2025-12-19T20:35:34.276293] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-19T20:35:34.276346] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-19T20:35:34.277222] [INFO ] [main      ] Progress: 33/455 forecasts completed (7.3%). HLI finished in 0.6s. ETA: 1m 19s. Rate: 320.76 forecasts/min
[2025-12-19T20:35:34.287377] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.288465] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-19T20:35:34.288517] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-19T20:35:34.288548] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-19T20:35:34.289356] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:34.289428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:34.294666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:34.295363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:34.297094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.368112] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-19T20:35:34.368182] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=53.8161%)
[2025-12-19T20:35:34.368523] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-19T20:35:34.368589] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-19T20:35:34.368683] [INFO ] [main      ] Progress: 34/455 forecasts completed (7.5%). IONS finished in 0.9s. ETA: 1m 18s. Rate: 325.66 forecasts/min
[2025-12-19T20:35:34.381811] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.383859] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.385008] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.385225] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-19T20:35:34.385289] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-19T20:35:34.385331] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-19T20:35:34.386258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:34.386676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:34.388356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:34.389436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.489931] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-19T20:35:34.490000] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-1.21% (Conf=42.4658%)
[2025-12-19T20:35:34.490491] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-19T20:35:34.490543] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-19T20:35:34.490624] [INFO ] [main      ] Progress: 35/455 forecasts completed (7.7%). ZM finished in 0.7s. ETA: 1m 17s. Rate: 328.83 forecasts/min
[2025-12-19T20:35:34.491149] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-19T20:35:34.491221] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.47% (Conf=46.5912%)
[2025-12-19T20:35:34.491645] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-19T20:35:34.491697] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-19T20:35:34.491623] [INFO ] [main      ] Progress: 36/455 forecasts completed (7.9%). TKO finished in 0.6s. ETA: 1m 14s. Rate: 338.18 forecasts/min
[2025-12-19T20:35:34.503530] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.504419] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-19T20:35:34.504469] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-19T20:35:34.504500] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-19T20:35:34.505290] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:34.505354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:34.506986] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.507991] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-19T20:35:34.508043] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-19T20:35:34.508075] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-19T20:35:34.508882] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:34.508940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:34.509661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:34.510038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:34.510487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.587358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:34.590486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.638430] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.734714] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.807114] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.845785] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.904943] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:34.932264] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-19
[2025-12-19T20:35:34.940429] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-19T20:35:34.940500] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-1.57% (Conf=53.2942%)
[2025-12-19T20:35:34.940703] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-19T20:35:34.940749] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-19T20:35:34.942663] [INFO ] [main      ] Progress: 37/455 forecasts completed (8.1%). WEX finished in 0.7s. ETA: 1m 17s. Rate: 324.65 forecasts/min
[2025-12-19T20:35:34.952704] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.953868] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-19T20:35:34.953922] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-19T20:35:34.953954] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-19T20:35:34.954750] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:34.954812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:34.959550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:34.961320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:34.961803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:34.962180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:34.963040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:34.972075] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-19T20:35:34.972142] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=63.1963%)
[2025-12-19T20:35:34.972493] [INFO ] [main      ] Progress: 38/455 forecasts completed (8.4%). VNQI finished in 0.6s. ETA: 1m 15s. Rate: 331.97 forecasts/min
[2025-12-19T20:35:34.972635] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-19T20:35:34.972679] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-19T20:35:34.986341] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:34.987239] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-19T20:35:34.987298] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-19T20:35:34.987333] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-19T20:35:34.988203] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:34.988267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:34.990061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:34.990616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:34.991530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:34.992735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:34.993453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.012923] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.079269] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-19T20:35:35.079338] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=59.1717%)
[2025-12-19T20:35:35.079737] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-19T20:35:35.079812] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-19T20:35:35.080674] [INFO ] [main      ] Progress: 39/455 forecasts completed (8.6%). INMD finished in 0.6s. ETA: 1m 14s. Rate: 335.43 forecasts/min
[2025-12-19T20:35:35.093962] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.094836] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-19T20:35:35.094895] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-19T20:35:35.094927] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-19T20:35:35.095742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:35.095805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:35.100733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:35.101723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:35.102775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:35.103379] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.103512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:35:35.104670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.207352] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-19T20:35:35.207421] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-2.01% (Conf=57.2988%)
[2025-12-19T20:35:35.207791] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-19T20:35:35.207841] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-19T20:35:35.208627] [INFO ] [main      ] Progress: 40/455 forecasts completed (8.8%). QDEL finished in 0.7s. ETA: 1m 14s. Rate: 337.83 forecasts/min
[2025-12-19T20:35:35.218597] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.219430] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-19T20:35:35.219481] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-19T20:35:35.219513] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-19T20:35:35.220268] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:35.220340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:35.221993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:35.222480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:35.222875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:35.223608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:35.260543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:35.263331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.302426] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-19
[2025-12-19T20:35:35.348975] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-19
[2025-12-19T20:35:35.434961] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-19
[2025-12-19T20:35:35.471911] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.514227] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.536521] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-19T20:35:35.536619] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.99% (Conf=41.6922%)
[2025-12-19T20:35:35.536966] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-19T20:35:35.537016] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-19T20:35:35.538440] [INFO ] [main      ] Progress: 41/455 forecasts completed (9.0%). ATLO finished in 0.6s. ETA: 1m 15s. Rate: 330.91 forecasts/min
[2025-12-19T20:35:35.548384] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.549513] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-19T20:35:35.549564] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-19T20:35:35.549616] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-19T20:35:35.550396] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:35.550455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:35.555176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.587945] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-19T20:35:35.588014] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=1.56% (Conf=48.1179%)
[2025-12-19T20:35:35.588360] [INFO ] [main      ] Progress: 42/455 forecasts completed (9.2%). OPRX finished in 0.6s. ETA: 1m 14s. Rate: 336.72 forecasts/min
[2025-12-19T20:35:35.588491] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-19T20:35:35.588534] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-19T20:35:35.600223] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.601943] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.602837] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-19T20:35:35.602890] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-19T20:35:35.602921] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-19T20:35:35.603012] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-19
[2025-12-19T20:35:35.603738] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:35.603799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:35.608457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:35.610208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:35.610698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:35.611080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:35.611682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:35.612321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.668024] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-19T20:35:35.668095] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-0.85% (Conf=59.1137%)
[2025-12-19T20:35:35.668486] [INFO ] [main      ] Progress: 43/455 forecasts completed (9.5%). FRBA finished in 0.6s. ETA: 1m 12s. Rate: 341.09 forecasts/min
[2025-12-19T20:35:35.668628] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-19T20:35:35.668691] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-19T20:35:35.682217] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.683211] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-19T20:35:35.683268] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-19T20:35:35.683300] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-19T20:35:35.684080] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:35.684139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:35.685794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:35.686284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:35.686682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.772738] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:35.844881] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-19T20:35:35.844952] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-1.83% (Conf=70.8363%)
[2025-12-19T20:35:35.845315] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-19T20:35:35.845368] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-19T20:35:35.846653] [INFO ] [main      ] Progress: 44/455 forecasts completed (9.7%). ARLP finished in 0.6s. ETA: 1m 12s. Rate: 340.99 forecasts/min
[2025-12-19T20:35:35.856950] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:35.857847] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-19T20:35:35.857912] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-19T20:35:35.857944] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-19T20:35:35.858779] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:35.858842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:35.859746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:35.860811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:35.862058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:35.862785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:35.863522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:35.892456] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-19
[2025-12-19T20:35:35.944553] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.026976] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.063784] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.109197] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.127504] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-19T20:35:36.127591] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=-5.49% (Conf=50.5037%)
[2025-12-19T20:35:36.127770] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-19T20:35:36.127814] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-19T20:35:36.129654] [INFO ] [main      ] Progress: 45/455 forecasts completed (9.9%). ULCC finished in 0.6s. ETA: 1m 13s. Rate: 336.44 forecasts/min
[2025-12-19T20:35:36.139327] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.140324] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-19T20:35:36.140374] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-19T20:35:36.140405] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-19T20:35:36.141205] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:36.141266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:36.142970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:36.143489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:36.143897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:36.194713] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.200714] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-19T20:35:36.200785] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=55.4765%)
[2025-12-19T20:35:36.201150] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-19T20:35:36.201210] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-19T20:35:36.201645] [INFO ] [main      ] Progress: 46/455 forecasts completed (10.1%). CNS finished in 0.6s. ETA: 1m 12s. Rate: 340.86 forecasts/min
[2025-12-19T20:35:36.214820] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.215102] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.215989] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-19T20:35:36.216045] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-19T20:35:36.216077] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-19T20:35:36.216857] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:36.216917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:36.221608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:36.224332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:36.238604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.247773] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-19T20:35:36.247845] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.39% (Conf=48.1242%)
[2025-12-19T20:35:36.248196] [INFO ] [main      ] Progress: 47/455 forecasts completed (10.3%). FTHY finished in 0.6s. ETA: 1m 11s. Rate: 346.28 forecasts/min
[2025-12-19T20:35:36.248317] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-19T20:35:36.248359] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-19T20:35:36.252762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:36.253725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.260399] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.261491] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-19T20:35:36.261544] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-19T20:35:36.261595] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-19T20:35:36.262387] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:36.262449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:36.267339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:36.268169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.385480] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.494068] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-19T20:35:36.494139] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-1.08% (Conf=52.9908%)
[2025-12-19T20:35:36.494527] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-19T20:35:36.494596] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-19T20:35:36.494655] [INFO ] [main      ] Progress: 48/455 forecasts completed (10.5%). AMG finished in 0.6s. ETA: 1m 11s. Rate: 343.26 forecasts/min
[2025-12-19T20:35:36.505444] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.507148] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-19T20:35:36.507203] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-19T20:35:36.507237] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-19T20:35:36.508185] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:36.508250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:36.509996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:36.510511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:36.510982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:36.511780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:36.512639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:36.553226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:36.554362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:36.557274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:36.558966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.576670] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.590030] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.611492] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.746844] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.757706] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.783855] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:36.817731] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-19T20:35:36.817799] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=0.49% (Conf=64.7246%)
[2025-12-19T20:35:36.818150] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-19T20:35:36.818200] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-19T20:35:36.819266] [INFO ] [main      ] Progress: 49/455 forecasts completed (10.8%). KMDA finished in 0.7s. ETA: 1m 12s. Rate: 337.36 forecasts/min
[2025-12-19T20:35:36.829759] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.830765] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-19T20:35:36.830826] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-19T20:35:36.830858] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-19T20:35:36.831640] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:36.831701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:36.833336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:36.833848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:36.834233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:36.835112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:36.837440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:36.839075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.840958] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-19T20:35:36.841027] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=1.07% (Conf=57.7443%)
[2025-12-19T20:35:36.841370] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-19T20:35:36.841421] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-19T20:35:36.841652] [INFO ] [main      ] Progress: 50/455 forecasts completed (11.0%). BUD finished in 0.6s. ETA: 1m 11s. Rate: 343.36 forecasts/min
[2025-12-19T20:35:36.856652] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.857641] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-19T20:35:36.857692] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-19T20:35:36.857724] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-19T20:35:36.858500] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:36.858562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:36.859481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:36.871964] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-19T20:35:36.872034] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=2.71% (Conf=46.2614%)
[2025-12-19T20:35:36.872498] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-19T20:35:36.872552] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-19T20:35:36.872637] [INFO ] [main      ] Progress: 51/455 forecasts completed (11.2%). AI finished in 0.6s. ETA: 1m 9s. Rate: 348.99 forecasts/min
[2025-12-19T20:35:36.885482] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:36.886612] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-19T20:35:36.886665] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-19T20:35:36.886697] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-19T20:35:36.887454] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:36.887528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:36.892283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:36.894108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:36.894605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:36.895033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:36.895416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:36.896295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:36.897923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:36.914872] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-19
[2025-12-19T20:35:36.935885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:36.937099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.084617] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:37.153002] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-19T20:35:37.153069] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-1.42% (Conf=60.8079%)
[2025-12-19T20:35:37.153427] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-19T20:35:37.153477] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-19T20:35:37.153661] [INFO ] [main      ] Progress: 52/455 forecasts completed (11.4%). RMBI finished in 0.7s. ETA: 1m 10s. Rate: 344.78 forecasts/min
[2025-12-19T20:35:37.165010] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:37.166127] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-19T20:35:37.166184] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-19T20:35:37.166217] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-19T20:35:37.167115] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:37.167182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:37.167948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:37.169245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:37.170000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:37.170776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:37.172377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:35:37.174662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.187434] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.192649] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.270966] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.357674] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:37.363399] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:37.420882] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-19T20:35:37.420954] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=48.6561%)
[2025-12-19T20:35:37.421121] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-19T20:35:37.421163] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-19T20:35:37.421870] [INFO ] [main      ] Progress: 53/455 forecasts completed (11.6%). MYN finished in 0.6s. ETA: 1m 11s. Rate: 341.30 forecasts/min
[2025-12-19T20:35:37.429362] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-19T20:35:37.429430] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=-0.24% (Conf=54.8975%)
[2025-12-19T20:35:37.429805] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-19T20:35:37.429856] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-19T20:35:37.430341] [INFO ] [main      ] Progress: 54/455 forecasts completed (11.9%). BLX finished in 0.6s. ETA: 1m 9s. Rate: 347.42 forecasts/min
[2025-12-19T20:35:37.432654] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:37.433486] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-19T20:35:37.433541] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-19T20:35:37.433591] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-19T20:35:37.434379] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:37.434441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:37.435322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:37.438148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:37.439815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:37.439392] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:37.441393] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:37.442190] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-19T20:35:37.442240] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-19T20:35:37.442271] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-19T20:35:37.442721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:37.443055] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:35:37.443370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:35:37.443121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:37.445834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:37.447491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:37.449246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.506654] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-19T20:35:37.506728] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=0.46% (Conf=45.348%)
[2025-12-19T20:35:37.507085] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-19T20:35:37.507137] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-19T20:35:37.508646] [INFO ] [main      ] Progress: 55/455 forecasts completed (12.1%). BKD finished in 0.6s. ETA: 1m 8s. Rate: 350.91 forecasts/min
[2025-12-19T20:35:37.519931] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:37.520805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:37.521023] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-19T20:35:37.521075] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-19T20:35:37.521107] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-19T20:35:37.521896] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:37.521958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:37.522680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:37.522779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:37.523515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:37.524147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:37.525818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:37.526268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:37.527310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:37.529311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.533755] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.595749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:37.597459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:37.598499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:35:37.604164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.718632] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:37.794939] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.811294] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-19T20:35:37.811364] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=-2.17% (Conf=57.798%)
[2025-12-19T20:35:37.811730] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-19T20:35:37.811782] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-19T20:35:37.812654] [INFO ] [main      ] Progress: 56/455 forecasts completed (12.3%). TSCO finished in 0.7s. ETA: 1m 9s. Rate: 346.10 forecasts/min
[2025-12-19T20:35:37.823282] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:37.824384] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-19T20:35:37.824444] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-19T20:35:37.824482] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-19T20:35:37.825462] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:37.825543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:37.830945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:37.832901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:37.833391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:37.834125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:37.835154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:37.837798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:37.858180] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.936685] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-19
[2025-12-19T20:35:37.968375] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.023218] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.064848] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-19T20:35:38.064925] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-1.67% (Conf=64.9657%)
[2025-12-19T20:35:38.065292] [INFO ] [main      ] Progress: 57/455 forecasts completed (12.5%). ANDE finished in 0.6s. ETA: 1m 10s. Rate: 343.34 forecasts/min
[2025-12-19T20:35:38.065416] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-19T20:35:38.065465] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-19T20:35:38.076483] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.077721] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-19T20:35:38.077789] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-19T20:35:38.077833] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-19T20:35:38.078639] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:38.078730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:38.079453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:38.099710] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-19T20:35:38.099779] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=-0.79% (Conf=66.0151%)
[2025-12-19T20:35:38.100136] [INFO ] [main      ] Progress: 58/455 forecasts completed (12.7%). KRG finished in 0.7s. ETA: 1m 8s. Rate: 348.15 forecasts/min
[2025-12-19T20:35:38.100257] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-19T20:35:38.100300] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-19T20:35:38.102655] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.111772] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.112751] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-19T20:35:38.112802] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-19T20:35:38.112841] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-19T20:35:38.113620] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:38.113677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:38.116467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.118649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:38.167032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:38.168851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.191363] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-19T20:35:38.191431] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=2.19% (Conf=58.0805%)
[2025-12-19T20:35:38.191804] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-19T20:35:38.191855] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-19T20:35:38.192796] [INFO ] [main      ] Progress: 59/455 forecasts completed (13.0%). KNTK finished in 0.7s. ETA: 1m 8s. Rate: 350.90 forecasts/min
[2025-12-19T20:35:38.203206] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.204145] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-19T20:35:38.204202] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-19T20:35:38.204234] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-19T20:35:38.205015] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:38.205076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:38.208178] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-19
[2025-12-19T20:35:38.209905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:38.210717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:38.211313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:38.212973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.378931] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.451235] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-19
[2025-12-19T20:35:38.461687] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-19T20:35:38.461756] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.64% (Conf=63.2%)
[2025-12-19T20:35:38.462092] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-19T20:35:38.462149] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-19T20:35:38.462655] [INFO ] [main      ] Progress: 60/455 forecasts completed (13.2%). ERO finished in 0.6s. ETA: 1m 8s. Rate: 347.55 forecasts/min
[2025-12-19T20:35:38.473613] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.474659] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-19T20:35:38.474715] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-19T20:35:38.474747] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-19T20:35:38.475507] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:38.475565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:38.477233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:38.477760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:35:38.483412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.514909] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-19
[2025-12-19T20:35:38.543967] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-19
[2025-12-19T20:35:38.614872] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.685958] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.711191] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:38.720678] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-19T20:35:38.720746] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-3.95% (Conf=49.9748%)
[2025-12-19T20:35:38.721168] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-19T20:35:38.721220] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-19T20:35:38.721651] [INFO ] [main      ] Progress: 61/455 forecasts completed (13.4%). WMS finished in 0.6s. ETA: 1m 9s. Rate: 344.72 forecasts/min
[2025-12-19T20:35:38.732431] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.733611] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-19T20:35:38.733665] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-19T20:35:38.733696] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-19T20:35:38.734455] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-19T20:35:38.734536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:38.739262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:38.741723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:38.742200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:38.742655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:38.743040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:38.743783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:38.744553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:38.746957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:38.762125] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-19T20:35:38.762201] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-0.28% (Conf=50.0608%)
[2025-12-19T20:35:38.762557] [INFO ] [main      ] Fetching symbol history for SITE...
[2025-12-19T20:35:38.762624] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2025-12-19T20:35:38.762603] [INFO ] [main      ] Progress: 62/455 forecasts completed (13.6%). DBX finished in 0.7s. ETA: 1m 8s. Rate: 349.03 forecasts/min
[2025-12-19T20:35:38.773707] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.774726] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2025-12-19T20:35:38.774776] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2025-12-19T20:35:38.774806] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2025-12-19T20:35:38.775558] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:38.775636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:38.777969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:38.818158] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-19T20:35:38.818221] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.84% (Conf=52.5969%)
[2025-12-19T20:35:38.818375] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-19T20:35:38.818417] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-19T20:35:38.819080] [INFO ] [main      ] Progress: 63/455 forecasts completed (13.8%). BELFB finished in 0.6s. ETA: 1m 7s. Rate: 352.79 forecasts/min
[2025-12-19T20:35:38.821348] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-19
[2025-12-19T20:35:38.829812] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:38.830715] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-19T20:35:38.830772] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-19T20:35:38.830804] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-19T20:35:38.831566] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:38.831651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:38.836318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:38.838756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:38.839988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:38.841900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:38.842416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:38.843698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:38.845692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.858001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:38.859873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:38.887546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:38.890805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:38.898692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:38.899728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:38.942613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:38.943659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:38.944887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:38.989888] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:39.017091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:39.017830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:39.019655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:39.022339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:39.023398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:39.025352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:39.026131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:39.030438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:39.031632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:39.033002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:39.034516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:39.037362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:39.038018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:39.038727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.087777] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-19T20:35:39.087852] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=-0.82% (Conf=57.9358%)
[2025-12-19T20:35:39.088195] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-19T20:35:39.088245] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-19T20:35:39.088688] [INFO ] [main      ] Progress: 64/455 forecasts completed (14.1%). CHH finished in 0.6s. ETA: 1m 7s. Rate: 349.59 forecasts/min
[2025-12-19T20:35:39.099452] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:39.100525] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-19T20:35:39.100604] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-19T20:35:39.100638] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-19T20:35:39.101426] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:39.101487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:39.106195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:39.108000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:39.108485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:39.109293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:39.111013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.192128] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-19
[2025-12-19T20:35:39.221760] [DEBUG] [MAG       ] SITE: Last date is validated at 2025-12-19
[2025-12-19T20:35:39.368305] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:39.369556] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-19
[2025-12-19T20:35:39.386593] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:39.440411] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-19
[2025-12-19T20:35:39.495089] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-19T20:35:39.495159] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-0.18% (Conf=20.0937%)
[2025-12-19T20:35:39.495324] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-19T20:35:39.495370] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-19T20:35:39.496058] [INFO ] [main      ] Progress: 65/455 forecasts completed (14.3%). EDF finished in 0.7s. ETA: 1m 8s. Rate: 342.36 forecasts/min
[2025-12-19T20:35:39.497210] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2025-12-19T20:35:39.497280] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=0.77% (Conf=42.1265%)
[2025-12-19T20:35:39.497441] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-19T20:35:39.497484] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-19T20:35:39.497817] [INFO ] [main      ] Progress: 66/455 forecasts completed (14.5%). SITE finished in 0.7s. ETA: 1m 7s. Rate: 347.57 forecasts/min
[2025-12-19T20:35:39.507406] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:39.508357] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-19T20:35:39.508416] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-19T20:35:39.508449] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-19T20:35:39.508430] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:39.509293] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:39.509357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:39.510023] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-19T20:35:39.510077] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-19T20:35:39.510109] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-19T20:35:39.510902] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-19T20:35:39.510967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:39.514564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:39.515471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.515695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:39.517428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:39.517922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:39.518301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:39.519048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:39.534562] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:39.565185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:39.605037] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:39.620909] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-19T20:35:39.620974] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-19T20:35:39.621311] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-19T20:35:39.621360] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-19T20:35:39.621668] [INFO ] [main      ] Progress: 67/455 forecasts completed (14.7%). BUXX finished in 0.9s. ETA: 1m 7s. Rate: 349.04 forecasts/min
[2025-12-19T20:35:39.633474] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:39.634458] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-19T20:35:39.634511] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-19T20:35:39.634541] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-19T20:35:39.635373] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:39.635432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:39.636286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:39.638788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:39.639072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:39.639355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:39.640162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.640420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:39.642114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:39.643165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:39.643890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.719093] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-19T20:35:39.719161] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=8.43% (Conf=51.5751%)
[2025-12-19T20:35:39.719312] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-19T20:35:39.719356] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-19T20:35:39.721122] [INFO ] [main      ] Progress: 68/455 forecasts completed (14.9%). IMNN finished in 0.6s. ETA: 1m 6s. Rate: 351.22 forecasts/min
[2025-12-19T20:35:39.730682] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:39.731548] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-19T20:35:39.734161] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-19T20:35:39.734201] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-19T20:35:39.734984] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:35:39.735048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:39.736717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:39.737203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:39.737591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:39.738311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:39.740653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:39.741296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:39.743089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:39.759948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:39.761008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:39.762406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:39.986424] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.067454] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.125711] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.170140] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.192715] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.234787] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.253942] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-19T20:35:40.254016] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=1.86% (Conf=53.3767%)
[2025-12-19T20:35:40.254326] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-19T20:35:40.254375] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-19T20:35:40.255241] [INFO ] [main      ] Progress: 69/455 forecasts completed (15.2%). SCSC finished in 0.8s. ETA: 1m 8s. Rate: 340.72 forecasts/min
[2025-12-19T20:35:40.265407] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.267227] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-19T20:35:40.267279] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-19T20:35:40.267310] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-19T20:35:40.268093] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:40.268154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:40.268892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:40.272678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:40.273411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:40.274841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:40.291864] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.307499] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-19T20:35:40.307583] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=1.61% (Conf=36.1082%)
[2025-12-19T20:35:40.307747] [INFO ] [main      ] Fetching symbol history for ABUS...
[2025-12-19T20:35:40.307790] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2025-12-19T20:35:40.308841] [INFO ] [main      ] Progress: 70/455 forecasts completed (15.4%). GEL finished in 0.8s. ETA: 1m 7s. Rate: 344.14 forecasts/min
[2025-12-19T20:35:40.318299] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.319370] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2025-12-19T20:35:40.319422] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2025-12-19T20:35:40.319453] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2025-12-19T20:35:40.320234] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:40.320296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:40.321957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:40.322446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:40.322846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:40.367541] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.370708] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-19T20:35:40.370776] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=50.7922%)
[2025-12-19T20:35:40.371128] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-19T20:35:40.371178] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-19T20:35:40.371617] [INFO ] [main      ] Progress: 71/455 forecasts completed (15.6%). PWP finished in 0.7s. ETA: 1m 6s. Rate: 347.27 forecasts/min
[2025-12-19T20:35:40.382559] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.383548] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-19T20:35:40.383620] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-19T20:35:40.383652] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-19T20:35:40.384422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:40.384484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:40.386202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:40.386748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:40.387143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:40.391392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:40.392553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:40.431883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:40.434225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:40.487911] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-19T20:35:40.487977] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=46.2004%)
[2025-12-19T20:35:40.488353] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-19T20:35:40.488403] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-19T20:35:40.489659] [INFO ] [main      ] Progress: 72/455 forecasts completed (15.8%). BPYPO finished in 0.8s. ETA: 1m 6s. Rate: 348.80 forecasts/min
[2025-12-19T20:35:40.499313] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.500393] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-19T20:35:40.500444] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-19T20:35:40.500474] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-19T20:35:40.501240] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:40.501301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:40.502974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:40.503465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:40.503912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:40.504296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:40.505323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:40.506864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:40.607745] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.724593] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.772745] [DEBUG] [MAG       ] ABUS: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.773590] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.839841] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-19
[2025-12-19T20:35:40.889175] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.891528] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-19T20:35:40.891621] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=32.5049%)
[2025-12-19T20:35:40.891787] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-19T20:35:40.891830] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-19T20:35:40.892956] [INFO ] [main      ] Progress: 73/455 forecasts completed (16.0%). AVAL finished in 0.6s. ETA: 1m 7s. Rate: 342.49 forecasts/min
[2025-12-19T20:35:40.904731] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.905928] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-19T20:35:40.905980] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-19T20:35:40.906012] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-19T20:35:40.906816] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:40.906877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:40.911696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:40.914104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:40.946559] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:40.949373] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-19T20:35:40.949446] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=61.5009%)
[2025-12-19T20:35:40.949820] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-19T20:35:40.949870] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-19T20:35:40.950673] [INFO ] [main      ] Progress: 74/455 forecasts completed (16.3%). KKRS finished in 0.6s. ETA: 1m 6s. Rate: 345.63 forecasts/min
[2025-12-19T20:35:40.961384] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:40.962536] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-19T20:35:40.962614] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-19T20:35:40.962648] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-19T20:35:40.963461] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:40.963523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:40.968206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:40.970014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:40.970505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:40.972802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:41.009208] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2025-12-19T20:35:41.009302] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=54.6981%)
[2025-12-19T20:35:41.009824] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-19T20:35:41.009881] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-19T20:35:41.010633] [INFO ] [main      ] Progress: 75/455 forecasts completed (16.5%). ABUS finished in 0.7s. ETA: 1m 5s. Rate: 348.67 forecasts/min
[2025-12-19T20:35:41.021681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:41.021808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.023601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:41.023759] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.024741] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-19T20:35:41.024802] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-19T20:35:41.024833] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-19T20:35:41.025806] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:41.025866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:41.028239] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:41.030824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:41.032643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.073326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:41.076392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:41.077418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.143333] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-19T20:35:41.143407] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=54.0567%)
[2025-12-19T20:35:41.143824] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-19T20:35:41.143874] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-19T20:35:41.145654] [INFO ] [main      ] Progress: 76/455 forecasts completed (16.7%). ASND finished in 0.7s. ETA: 1m 5s. Rate: 349.66 forecasts/min
[2025-12-19T20:35:41.155238] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.156270] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-19T20:35:41.156322] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-19T20:35:41.156353] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-19T20:35:41.157171] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:41.157235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:41.161941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:41.163682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:41.164138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:41.164873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:41.167068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:41.168667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:41.171222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:41.172259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:41.173807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.368711] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-19
[2025-12-19T20:35:41.386934] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-19
[2025-12-19T20:35:41.409033] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-19
[2025-12-19T20:35:41.498884] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-19
[2025-12-19T20:35:41.539260] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:41.563594] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:41.574656] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:41.632875] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-19T20:35:41.632956] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-6.04% (Conf=52.3208%)
[2025-12-19T20:35:41.633123] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-19T20:35:41.633166] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-19T20:35:41.633896] [INFO ] [main      ] Progress: 77/455 forecasts completed (16.9%). BYRN finished in 0.7s. ETA: 1m 6s. Rate: 341.48 forecasts/min
[2025-12-19T20:35:41.644099] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-19T20:35:41.644178] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=49.7533%)
[2025-12-19T20:35:41.644349] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-19T20:35:41.644392] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-19T20:35:41.645086] [INFO ] [main      ] Progress: 78/455 forecasts completed (17.1%). CMRE finished in 0.8s. ETA: 1m 5s. Rate: 345.63 forecasts/min
[2025-12-19T20:35:41.645267] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.646259] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-19T20:35:41.646312] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-19T20:35:41.646414] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-19T20:35:41.647250] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:41.647313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:41.652221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:41.654039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:41.654526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:41.655413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.656776] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.657660] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-19T20:35:41.657711] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-19T20:35:41.657742] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-19T20:35:41.658515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:41.658595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:41.660744] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:41.663294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:41.665079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:41.665563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:41.666011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:41.666389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:41.667598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.671098] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-19T20:35:41.671194] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=50.0981%)
[2025-12-19T20:35:41.671422] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-19T20:35:41.671469] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-19T20:35:41.672660] [INFO ] [main      ] Progress: 79/455 forecasts completed (17.4%). GL finished in 0.7s. ETA: 1m 5s. Rate: 349.35 forecasts/min
[2025-12-19T20:35:41.684547] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.685987] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-19T20:35:41.686053] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-19T20:35:41.686090] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-19T20:35:41.687086] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:41.687151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:41.688000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:41.689823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:41.690728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:41.691955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:41.694390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.799130] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-19T20:35:41.799206] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=56.7338%)
[2025-12-19T20:35:41.799589] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-19T20:35:41.799665] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-19T20:35:41.799658] [INFO ] [main      ] Progress: 80/455 forecasts completed (17.6%). ADP finished in 0.7s. ETA: 1m 4s. Rate: 350.49 forecasts/min
[2025-12-19T20:35:41.810678] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:41.811766] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-19T20:35:41.811816] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-19T20:35:41.811847] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-19T20:35:41.812620] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:41.812689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:41.814939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:41.815445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:41.816033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:41.920468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:41.967560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:41.969205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:41.988886] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.002532] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.082686] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.153504] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.166844] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.219372] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-19T20:35:42.219449] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=58.7518%)
[2025-12-19T20:35:42.219857] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-19T20:35:42.219911] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-19T20:35:42.219918] [INFO ] [main      ] Progress: 81/455 forecasts completed (17.8%). FOLD finished in 0.6s. ETA: 1m 5s. Rate: 344.30 forecasts/min
[2025-12-19T20:35:42.266599] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.303665] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.335381] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:42.336679] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-19T20:35:42.336751] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-19T20:35:42.336796] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-19T20:35:42.337876] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:42.337950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:42.340316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:42.341025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:42.372482] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-19T20:35:42.372596] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=63.9644%)
[2025-12-19T20:35:42.373123] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-19T20:35:42.373182] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-19T20:35:42.373300] [INFO ] [main      ] Progress: 82/455 forecasts completed (18.0%). PDP finished in 0.7s. ETA: 1m 5s. Rate: 344.81 forecasts/min
[2025-12-19T20:35:42.379958] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-19T20:35:42.380028] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=52.3278%)
[2025-12-19T20:35:42.380217] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-19T20:35:42.380263] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-19T20:35:42.380884] [INFO ] [main      ] Progress: 83/455 forecasts completed (18.2%). AZO finished in 0.7s. ETA: 1m 4s. Rate: 348.83 forecasts/min
[2025-12-19T20:35:42.387210] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:42.389099] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-19T20:35:42.389160] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-19T20:35:42.389192] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-19T20:35:42.390308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:42.390374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:42.392209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:42.392454] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:42.392801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:42.393281] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-19T20:35:42.393334] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-19T20:35:42.393366] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-19T20:35:42.393465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:42.394204] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:42.394275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:42.394465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:42.399075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:42.400852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:42.401314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:42.401767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:42.402145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:42.403024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:42.405350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:42.407308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:42.469516] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.546866] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-19T20:35:42.546941] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=60.414%)
[2025-12-19T20:35:42.547314] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-19T20:35:42.547365] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-19T20:35:42.547653] [INFO ] [main      ] Progress: 84/455 forecasts completed (18.5%). KDP finished in 0.7s. ETA: 1m 4s. Rate: 348.95 forecasts/min
[2025-12-19T20:35:42.558815] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:42.559884] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-19T20:35:42.560279] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-19T20:35:42.560316] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-19T20:35:42.561147] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:42.561208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:42.563650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:42.603368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:42.689637] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.742233] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.750273] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.856524] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.909431] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.926730] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-19T20:35:42.926810] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=47.8687%)
[2025-12-19T20:35:42.926970] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-19T20:35:42.927013] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-19T20:35:42.927846] [INFO ] [main      ] Progress: 85/455 forecasts completed (18.7%). CARS finished in 0.7s. ETA: 1m 5s. Rate: 344.05 forecasts/min
[2025-12-19T20:35:42.932834] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:42.938956] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:42.940096] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-19T20:35:42.940036] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-19
[2025-12-19T20:35:42.940148] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-19T20:35:42.940179] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-19T20:35:42.940995] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:42.941058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:42.948513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:42.950278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:42.950767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:42.951163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:42.952060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:42.952741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:42.956882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:42.958168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:42.958866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:42.997429] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-19T20:35:42.997554] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=46.1844%)
[2025-12-19T20:35:42.997809] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-19T20:35:42.997857] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-19T20:35:42.998864] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-19T20:35:42.998939] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=43.6654%)
[2025-12-19T20:35:42.998933] [INFO ] [main      ] Progress: 86/455 forecasts completed (18.9%). TDSC finished in 0.6s. ETA: 1m 4s. Rate: 346.44 forecasts/min
[2025-12-19T20:35:42.999094] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-19T20:35:42.999137] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-19T20:35:42.999255] [INFO ] [main      ] Progress: 87/455 forecasts completed (19.1%). OBK finished in 0.6s. ETA: 1m 3s. Rate: 350.46 forecasts/min
[2025-12-19T20:35:43.011538] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.011536] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.012718] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-19T20:35:43.012771] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-19T20:35:43.012777] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-19T20:35:43.012803] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-19T20:35:43.012849] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-19T20:35:43.012884] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-19T20:35:43.013697] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:43.013759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:43.013808] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:43.013880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:43.014715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:43.015977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:43.016088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:43.016919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:43.018680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:43.018704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:43.020636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:43.021024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.021200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:43.022444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:43.024544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.107056] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:43.175063] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-19T20:35:43.175138] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=59.7292%)
[2025-12-19T20:35:43.175511] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-19T20:35:43.175560] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-19T20:35:43.175644] [INFO ] [main      ] Progress: 88/455 forecasts completed (19.3%). LASE finished in 0.6s. ETA: 1m 3s. Rate: 350.34 forecasts/min
[2025-12-19T20:35:43.185591] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.186476] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-19T20:35:43.186526] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-19T20:35:43.186561] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-19T20:35:43.187338] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:35:43.290801] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-19
[2025-12-19T20:35:43.354240] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-19
[2025-12-19T20:35:43.378206] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-19
[2025-12-19T20:35:43.457262] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:43.520047] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:43.520528] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-19
[2025-12-19T20:35:43.539974] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-19T20:35:43.540047] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=46.8873%)
[2025-12-19T20:35:43.540428] [INFO ] [main      ] Progress: 89/455 forecasts completed (19.6%). CTRA finished in 0.6s. ETA: 1m 3s. Rate: 345.94 forecasts/min
[2025-12-19T20:35:43.540646] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-19T20:35:43.540693] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-19T20:35:43.553193] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.554522] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-19T20:35:43.554615] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-19T20:35:43.554668] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-19T20:35:43.555766] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:43.555846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:43.558240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:43.558969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:43.559597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:43.560111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:43.561160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:43.587050] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:43.601440] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-19T20:35:43.601517] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=56.2886%)
[2025-12-19T20:35:43.601995] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-19T20:35:43.602047] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-19T20:35:43.602668] [INFO ] [main      ] Progress: 90/455 forecasts completed (19.8%). LQDA finished in 0.6s. ETA: 1m 3s. Rate: 348.43 forecasts/min
[2025-12-19T20:35:43.615150] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.616168] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-19T20:35:43.616221] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-19T20:35:43.616251] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-19T20:35:43.617066] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:43.617128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:43.621858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:43.623633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:43.624100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:43.624477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:43.625226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:43.626975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:43.628948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:43.630459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.660469] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-19T20:35:43.660563] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=49.0143%)
[2025-12-19T20:35:43.660803] [INFO ] [main      ] Fetching symbol history for PFF...
[2025-12-19T20:35:43.660848] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2025-12-19T20:35:43.662627] [INFO ] [main      ] Progress: 91/455 forecasts completed (20.0%). BHC finished in 0.7s. ETA: 1m 2s. Rate: 350.94 forecasts/min
[2025-12-19T20:35:43.670387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:43.674252] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.676148] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2025-12-19T20:35:43.676209] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2025-12-19T20:35:43.676241] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2025-12-19T20:35:43.677336] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:43.677403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:43.680338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:43.682168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:43.683156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:43.686695] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:43.733526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:43.734805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.738478] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-19T20:35:43.738555] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=39.6219%)
[2025-12-19T20:35:43.738978] [INFO ] [main      ] Progress: 92/455 forecasts completed (20.2%). FUND finished in 0.6s. ETA: 1m 2s. Rate: 353.06 forecasts/min
[2025-12-19T20:35:43.739128] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-19T20:35:43.739169] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-19T20:35:43.748168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:43.750999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.751028] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:43.752076] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-19T20:35:43.752129] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-19T20:35:43.752170] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-19T20:35:43.753010] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:43.753072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:43.757818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:43.759642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:43.760122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:43.760498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:43.763288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:43.764408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:43.962608] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.081901] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.084680] [DEBUG] [MAG       ] PFF: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.098922] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.130610] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.232960] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-19T20:35:44.233042] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.0086%)
[2025-12-19T20:35:44.233482] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-19T20:35:44.233533] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-19T20:35:44.233686] [INFO ] [main      ] Progress: 93/455 forecasts completed (20.4%). BSX finished in 0.6s. ETA: 1m 3s. Rate: 345.96 forecasts/min
[2025-12-19T20:35:44.244858] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.245774] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-19T20:35:44.245825] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-19T20:35:44.245857] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-19T20:35:44.246645] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:44.246710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.251353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.251929] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.253108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:44.253569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.253964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.257837] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.265836] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.323663] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2025-12-19T20:35:44.323764] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=62.5189%)
[2025-12-19T20:35:44.323974] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-19T20:35:44.324020] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-19T20:35:44.325359] [INFO ] [main      ] Progress: 94/455 forecasts completed (20.7%). PFF finished in 0.7s. ETA: 1m 2s. Rate: 347.70 forecasts/min
[2025-12-19T20:35:44.325812] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-19T20:35:44.325867] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=42.0612%)
[2025-12-19T20:35:44.326177] [INFO ] [main      ] Progress: 95/455 forecasts completed (20.9%). DOUG finished in 0.6s. ETA: 1m 1s. Rate: 351.38 forecasts/min
[2025-12-19T20:35:44.326347] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-19T20:35:44.326399] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-19T20:35:44.337279] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.338186] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-19T20:35:44.338157] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.338242] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-19T20:35:44.338293] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-19T20:35:44.338889] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-19T20:35:44.338944] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-19T20:35:44.338974] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-19T20:35:44.339323] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:44.339388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.339849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:44.339914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.344711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:44.344723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.346673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:44.347174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:44.347639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.348034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.352046] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-19T20:35:44.352118] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=53.0028%)
[2025-12-19T20:35:44.352650] [INFO ] [main      ] Fetching symbol history for CADL...
[2025-12-19T20:35:44.352542] [INFO ] [main      ] Progress: 96/455 forecasts completed (21.1%). TGLS finished in 0.8s. ETA: 1m 1s. Rate: 354.50 forecasts/min
[2025-12-19T20:35:44.352700] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2025-12-19T20:35:44.364069] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.364960] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2025-12-19T20:35:44.365010] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2025-12-19T20:35:44.365041] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2025-12-19T20:35:44.365860] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:44.365920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.367567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:44.368094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:44.370538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:44.371567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:44.385629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.389407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.587993] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.684425] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.716352] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.722724] [DEBUG] [MAG       ] CADL: Last date is validated at 2025-12-19
[2025-12-19T20:35:44.754419] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.808944] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-19T20:35:44.809019] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=46.9091%)
[2025-12-19T20:35:44.809425] [INFO ] [main      ] Progress: 97/455 forecasts completed (21.3%). LMBS finished in 0.6s. ETA: 1m 2s. Rate: 348.40 forecasts/min
[2025-12-19T20:35:44.809633] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-19T20:35:44.809681] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-19T20:35:44.821295] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.822785] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-19T20:35:44.822846] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-19T20:35:44.822879] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-19T20:35:44.823748] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:44.823810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.828693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.830500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:44.830995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.831386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:44.832508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.853610] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.881375] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.888986] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:44.919063] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-19T20:35:44.919134] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=44.465%)
[2025-12-19T20:35:44.919591] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-19T20:35:44.919644] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-19T20:35:44.919662] [INFO ] [main      ] Progress: 98/455 forecasts completed (21.5%). DVAX finished in 0.6s. ETA: 1m 1s. Rate: 349.68 forecasts/min
[2025-12-19T20:35:44.930038] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.931007] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-19T20:35:44.931059] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-19T20:35:44.931091] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-19T20:35:44.931892] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:44.931953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.936697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.938505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:44.939037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.939426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.946094] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-19T20:35:44.946257] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=6.29% (Conf=53.3323%)
[2025-12-19T20:35:44.946860] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-19T20:35:44.946917] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-19T20:35:44.948212] [INFO ] [main      ] Progress: 99/455 forecasts completed (21.8%). NXE finished in 0.6s. ETA: 1m 1s. Rate: 352.65 forecasts/min
[2025-12-19T20:35:44.961154] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.962363] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-19T20:35:44.962456] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-19T20:35:44.962492] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-19T20:35:44.963530] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:44.963615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.965869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:44.966478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.966990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:44.967917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:44.970985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:44.976321] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2025-12-19T20:35:44.976404] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=-4.82% (Conf=55.0055%)
[2025-12-19T20:35:44.976797] [INFO ] [main      ] Progress: 100/455 forecasts completed (22.0%). CADL finished in 0.6s. ETA: 59.9s. Rate: 355.61 forecasts/min
[2025-12-19T20:35:44.976958] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-19T20:35:44.977003] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-19T20:35:44.989831] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:44.990943] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-19T20:35:44.990995] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-19T20:35:44.991026] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-19T20:35:44.991808] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:44.991872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:44.996533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:44.998274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:44.998790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:44.999174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:44.999925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:45.000720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:45.107844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:45.145849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:45.148759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:45.175160] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-19
[2025-12-19T20:35:45.279536] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-19
[2025-12-19T20:35:45.342291] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-19
[2025-12-19T20:35:45.342403] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:45.447616] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:45.483150] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-19
[2025-12-19T20:35:45.508457] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-19T20:35:45.508525] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=62.9904%)
[2025-12-19T20:35:45.509038] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-19T20:35:45.509092] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-19T20:35:45.509627] [INFO ] [main      ] Progress: 101/455 forecasts completed (22.2%). VTEX finished in 0.6s. ETA: 1m 1s. Rate: 348.17 forecasts/min
[2025-12-19T20:35:45.519993] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:45.521046] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-19T20:35:45.521109] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-19T20:35:45.521143] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-19T20:35:45.522312] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:45.522374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:45.527708] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-19T20:35:45.527789] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=53.8869%)
[2025-12-19T20:35:45.528188] [INFO ] [main      ] Progress: 102/455 forecasts completed (22.4%). DKNG finished in 0.7s. ETA: 1m 0s. Rate: 351.24 forecasts/min
[2025-12-19T20:35:45.528322] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-19T20:35:45.528366] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-19T20:35:45.532178] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:45.539755] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:45.540731] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-19T20:35:45.540789] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-19T20:35:45.540821] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-19T20:35:45.541630] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:45.541695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:45.546380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:45.548167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:45.548678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:45.549105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:45.551412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:45.553056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:45.554090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:45.632493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:45.633682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:45.647874] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-19T20:35:45.647987] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=2.34% (Conf=61.4885%)
[2025-12-19T20:35:45.648236] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-19T20:35:45.648290] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-19T20:35:45.648925] [INFO ] [main      ] Progress: 103/455 forecasts completed (22.6%). LGIH finished in 0.7s. ETA: 60.0s. Rate: 352.25 forecasts/min
[2025-12-19T20:35:45.649591] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:45.662370] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:45.663737] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-19T20:35:45.663796] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-19T20:35:45.663830] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-19T20:35:45.664707] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:45.664773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:45.665548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:45.666462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:45.667264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:45.800200] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-19T20:35:45.800272] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=58.5888%)
[2025-12-19T20:35:45.800718] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-19T20:35:45.800769] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-19T20:35:45.800860] [INFO ] [main      ] Progress: 104/455 forecasts completed (22.9%). HIFS finished in 0.8s. ETA: 59.7s. Rate: 352.61 forecasts/min
[2025-12-19T20:35:45.812964] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:45.813923] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-19T20:35:45.813981] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-19T20:35:45.814012] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-19T20:35:45.814795] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:45.816658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:45.822966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:45.824751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:45.825230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:45.825636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:45.826465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:45.828830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:45.892658] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-19
[2025-12-19T20:35:45.955186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:45.956491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:45.957741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:45.983123] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.007261] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.057138] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.148913] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.174529] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-19T20:35:46.174626] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=39.2888%)
[2025-12-19T20:35:46.174981] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-19T20:35:46.175032] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-19T20:35:46.175939] [INFO ] [main      ] Progress: 105/455 forecasts completed (23.1%). MSGS finished in 0.6s. ETA: 1m 0s. Rate: 348.62 forecasts/min
[2025-12-19T20:35:46.177290] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.186646] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.187742] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-19T20:35:46.187800] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-19T20:35:46.188169] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-19T20:35:46.189070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:46.189134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:46.223900] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-19T20:35:46.223971] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=5.89% (Conf=58.6856%)
[2025-12-19T20:35:46.224345] [INFO ] [main      ] Progress: 106/455 forecasts completed (23.3%). HPE finished in 0.7s. ETA: 59.7s. Rate: 351.00 forecasts/min
[2025-12-19T20:35:46.224477] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-19T20:35:46.224526] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-19T20:35:46.229117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:46.235689] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.236737] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-19T20:35:46.236789] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-19T20:35:46.236820] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-19T20:35:46.237597] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:46.237654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:46.242336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.276672] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-19T20:35:46.276766] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=61.0506%)
[2025-12-19T20:35:46.277319] [INFO ] [main      ] Progress: 107/455 forecasts completed (23.5%). BLBD finished in 0.6s. ETA: 59.1s. Rate: 353.27 forecasts/min
[2025-12-19T20:35:46.277558] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-19T20:35:46.277626] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-19T20:35:46.279159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:46.280637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:46.281320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.290154] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.291698] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.292802] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-19T20:35:46.292855] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-19T20:35:46.292886] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-19T20:35:46.293779] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:46.293854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:46.298698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:46.299719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:46.303911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.454600] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.576355] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.602288] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-19T20:35:46.602367] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=10.14% (Conf=41.0619%)
[2025-12-19T20:35:46.602776] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-19T20:35:46.602828] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-19T20:35:46.604693] [INFO ] [main      ] Progress: 108/455 forecasts completed (23.7%). SQNS finished in 0.8s. ETA: 59.4s. Rate: 350.27 forecasts/min
[2025-12-19T20:35:46.615153] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.619613] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.620612] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-19T20:35:46.620674] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-19T20:35:46.620706] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-19T20:35:46.621515] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:46.621620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:46.626348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:46.628088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:46.628607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:46.629055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:46.629441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:46.631782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:46.647273] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-19
[2025-12-19T20:35:46.669445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:46.672037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:46.672747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.743923] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.782411] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.798086] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-19T20:35:46.798164] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-2.92% (Conf=43.918%)
[2025-12-19T20:35:46.798693] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-19T20:35:46.798749] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-19T20:35:46.798739] [INFO ] [main      ] Progress: 109/455 forecasts completed (24.0%). VOC finished in 0.6s. ETA: 59.3s. Rate: 349.84 forecasts/min
[2025-12-19T20:35:46.810337] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.811255] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-19T20:35:46.811304] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-19T20:35:46.811334] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-19T20:35:46.812145] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:46.812204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:46.822595] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:46.840923] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-19T20:35:46.841002] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=54.6938%)
[2025-12-19T20:35:46.841388] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-19T20:35:46.841439] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-19T20:35:46.842699] [INFO ] [main      ] Progress: 110/455 forecasts completed (24.2%). BDN finished in 0.7s. ETA: 58.8s. Rate: 352.22 forecasts/min
[2025-12-19T20:35:46.853030] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.854033] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-19T20:35:46.854091] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-19T20:35:46.854123] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-19T20:35:46.854939] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:46.854999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:46.855910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:46.856671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:46.856695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:46.857191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:46.857594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:46.858483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:46.860629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.899002] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-19T20:35:46.899115] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=6.13% (Conf=36.7107%)
[2025-12-19T20:35:46.899679] [INFO ] [main      ] Progress: 111/455 forecasts completed (24.4%). HWH finished in 0.6s. ETA: 58.2s. Rate: 354.35 forecasts/min
[2025-12-19T20:35:46.899845] [INFO ] [main      ] Fetching symbol history for NUVL...
[2025-12-19T20:35:46.899890] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2025-12-19T20:35:46.906375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:46.914077] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:46.915786] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2025-12-19T20:35:46.915842] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2025-12-19T20:35:46.915878] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2025-12-19T20:35:46.917288] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:46.917373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:46.919415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:46.920029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:46.920499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:46.921021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:46.922055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:46.962678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:47.005530] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.014950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:47.173906] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:47.190435] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.238689] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.361131] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:47.379175] [DEBUG] [MAG       ] NUVL: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.393549] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-19T20:35:47.393661] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=5.54% (Conf=63.6148%)
[2025-12-19T20:35:47.394088] [INFO ] [main      ] Fetching symbol history for KIDS...
[2025-12-19T20:35:47.394140] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2025-12-19T20:35:47.394714] [INFO ] [main      ] Progress: 112/455 forecasts completed (24.6%). AXON finished in 0.8s. ETA: 59.1s. Rate: 348.36 forecasts/min
[2025-12-19T20:35:47.407025] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:47.407999] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2025-12-19T20:35:47.408059] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2025-12-19T20:35:47.408090] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2025-12-19T20:35:47.408962] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:47.409028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:47.409792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:47.409966] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:47.411487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:47.412227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:47.413948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:47.415076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:35:47.416194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:47.416726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:47.418680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:47.419083] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-19T20:35:47.419163] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=56.4549%)
[2025-12-19T20:35:47.419343] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-19T20:35:47.419388] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-19T20:35:47.420662] [INFO ] [main      ] Progress: 113/455 forecasts completed (24.8%). AGNCL finished in 0.6s. ETA: 58.5s. Rate: 351.00 forecasts/min
[2025-12-19T20:35:47.421451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:47.431129] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:47.432292] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-19T20:35:47.432345] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-19T20:35:47.432376] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-19T20:35:47.433240] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:47.433303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:47.438028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:47.439721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:47.486639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:47.487295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:47.488416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:47.514528] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-19T20:35:47.514627] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=49.9198%)
[2025-12-19T20:35:47.515035] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-19T20:35:47.515086] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-19T20:35:47.515698] [INFO ] [main      ] Progress: 114/455 forecasts completed (25.1%). ESTA finished in 0.7s. ETA: 58.1s. Rate: 352.37 forecasts/min
[2025-12-19T20:35:47.527318] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:47.528278] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-19T20:35:47.528338] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-19T20:35:47.528371] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-19T20:35:47.529221] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-19T20:35:47.529317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:47.534038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:47.535775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:47.536239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:47.536686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:47.537076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:47.537825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:47.538632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:47.541025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:47.555760] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:47.649181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:47.651191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:47.675664] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2025-12-19T20:35:47.675761] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=56.8748%)
[2025-12-19T20:35:47.676014] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-19T20:35:47.676062] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-19T20:35:47.677031] [INFO ] [main      ] Progress: 115/455 forecasts completed (25.3%). NUVL finished in 0.8s. ETA: 57.9s. Rate: 352.53 forecasts/min
[2025-12-19T20:35:47.689519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:47.689680] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:47.690781] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-19T20:35:47.690842] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-19T20:35:47.690875] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-19T20:35:47.690892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:47.691866] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:47.691932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:47.692971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:47.731659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:47.732721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:47.733937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:47.752535] [DEBUG] [MAG       ] KIDS: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.806691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:47.807439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:47.807844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:47.809240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:47.811939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:47.813015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:47.814958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:47.815698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:47.815814] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-19
[2025-12-19T20:35:47.819932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:47.821128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:47.822458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:47.823942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:47.826781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:47.827416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:47.828126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:47.830114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:47.831176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:47.831876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:47.832614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-19T20:35:47.833287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:47.835988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:47.837540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:47.839933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:35:47.842046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:47.845754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:47.849984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:47.851343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:47.862914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:47.864084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:47.866081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:47.866807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:47.868445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:47.870011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:47.870890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:47.872036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:47.874127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:47.875656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:47.877371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:47.920095] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:47.929067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:47.978803] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:48.022149] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2025-12-19T20:35:48.022223] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=63.2605%)
[2025-12-19T20:35:48.022596] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-19T20:35:48.022647] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-19T20:35:48.022748] [INFO ] [main      ] Progress: 116/455 forecasts completed (25.5%). KIDS finished in 0.6s. ETA: 58.2s. Rate: 349.43 forecasts/min
[2025-12-19T20:35:48.034436] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.035392] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-19T20:35:48.035443] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-19T20:35:48.035473] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-19T20:35:48.036266] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:48.036326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:48.041017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:48.081925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:48.082744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:48.166479] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-19T20:35:48.166551] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=7.14% (Conf=47.1878%)
[2025-12-19T20:35:48.166993] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-19T20:35:48.167045] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-19T20:35:48.168706] [INFO ] [main      ] Progress: 117/455 forecasts completed (25.7%). APLD finished in 0.7s. ETA: 58.0s. Rate: 349.88 forecasts/min
[2025-12-19T20:35:48.178595] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.179719] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-19T20:35:48.179772] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-19T20:35:48.179804] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-19T20:35:48.180599] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:48.180662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:48.186085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:48.187953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:48.188467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:48.189396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:48.191827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:48.193351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:48.214522] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-19
[2025-12-19T20:35:48.323568] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-19
[2025-12-19T20:35:48.378762] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:48.414250] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-19
[2025-12-19T20:35:48.515755] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:48.522631] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-19
[2025-12-19T20:35:48.602149] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:48.622741] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-19T20:35:48.622845] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=46.0024%)
[2025-12-19T20:35:48.623110] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-19T20:35:48.623171] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-19T20:35:48.624309] [INFO ] [main      ] Progress: 118/455 forecasts completed (25.9%). ZETA finished in 0.9s. ETA: 58.6s. Rate: 345.03 forecasts/min
[2025-12-19T20:35:48.637267] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.638611] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-19T20:35:48.638690] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-19T20:35:48.638723] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-19T20:35:48.639817] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:48.639886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:48.641820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:48.641948] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-19T20:35:48.642023] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-19T20:35:48.642410] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-19T20:35:48.642461] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-19T20:35:48.642539] [INFO ] [main      ] Progress: 119/455 forecasts completed (26.2%). TBIL finished in 1.1s. ETA: 58.0s. Rate: 347.65 forecasts/min
[2025-12-19T20:35:48.642413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:48.643097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:48.648866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:48.651241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:48.654720] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.655867] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-19T20:35:48.655924] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-19T20:35:48.655957] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-19T20:35:48.656783] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:48.656844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:48.657602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:48.687779] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:48.696847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:48.697636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:48.729989] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-19T20:35:48.730069] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=65.5309%)
[2025-12-19T20:35:48.730451] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-19T20:35:48.730502] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-19T20:35:48.730711] [INFO ] [main      ] Progress: 120/455 forecasts completed (26.4%). ABG finished in 0.7s. ETA: 57.6s. Rate: 349.07 forecasts/min
[2025-12-19T20:35:48.742015] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.743047] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-19T20:35:48.743099] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-19T20:35:48.743129] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-19T20:35:48.743941] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:35:48.797669] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-19T20:35:48.797741] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=3.87% (Conf=70.1827%)
[2025-12-19T20:35:48.798193] [INFO ] [main      ] Fetching symbol history for QVAL...
[2025-12-19T20:35:48.798243] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2025-12-19T20:35:48.804072] [INFO ] [main      ] Progress: 121/455 forecasts completed (26.6%). NFLX finished in 0.6s. ETA: 57.1s. Rate: 350.73 forecasts/min
[2025-12-19T20:35:48.814141] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:48.815260] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2025-12-19T20:35:48.815312] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2025-12-19T20:35:48.815342] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2025-12-19T20:35:48.816550] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:48.816631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:48.821418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:48.823227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:48.823755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:48.824477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.025028] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.033112] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.081666] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.157745] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.199115] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.213561] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.245450] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.256079] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-19T20:35:49.256152] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=49.4114%)
[2025-12-19T20:35:49.256548] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-19T20:35:49.256616] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-19T20:35:49.256652] [INFO ] [main      ] Progress: 122/455 forecasts completed (26.8%). KPRX finished in 0.6s. ETA: 57.7s. Rate: 346.06 forecasts/min
[2025-12-19T20:35:49.268173] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.269179] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-19T20:35:49.269233] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-19T20:35:49.269264] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-19T20:35:49.270115] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:49.270176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:49.274870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:49.275678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:49.276274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:49.279017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:49.280603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.302199] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-19T20:35:49.302296] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=47.8543%)
[2025-12-19T20:35:49.302528] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-19T20:35:49.302594] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-19T20:35:49.303120] [INFO ] [main      ] Progress: 123/455 forecasts completed (27.0%). FIGS finished in 0.7s. ETA: 57.2s. Rate: 348.14 forecasts/min
[2025-12-19T20:35:49.307826] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-19T20:35:49.307902] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=44.9433%)
[2025-12-19T20:35:49.308289] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-19T20:35:49.308341] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-19T20:35:49.308410] [INFO ] [main      ] Progress: 124/455 forecasts completed (27.3%). AFYA finished in 0.6s. ETA: 56.6s. Rate: 350.88 forecasts/min
[2025-12-19T20:35:49.318863] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.320330] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-19T20:35:49.320387] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-19T20:35:49.320420] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-19T20:35:49.321137] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.321424] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:49.321493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:49.322031] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-19T20:35:49.322084] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-19T20:35:49.322115] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-19T20:35:49.322924] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:49.322982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:49.327030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:49.327813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.328194] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.329290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:49.329962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:49.330379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:49.333100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:49.334960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:49.335770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:49.336521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.402000] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2025-12-19T20:35:49.402072] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=53.9553%)
[2025-12-19T20:35:49.402239] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-19T20:35:49.402281] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-19T20:35:49.403716] [INFO ] [main      ] Progress: 125/455 forecasts completed (27.5%). QVAL finished in 0.6s. ETA: 56.2s. Rate: 352.13 forecasts/min
[2025-12-19T20:35:49.414172] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.415103] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-19T20:35:49.415154] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-19T20:35:49.415185] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-19T20:35:49.415982] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:49.416041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:49.417734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:49.418237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:49.418642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:49.419519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:49.457602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.617773] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.661933] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.697444] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.781534] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.792408] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-19
[2025-12-19T20:35:49.826005] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.848263] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-19T20:35:49.848333] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=-4.10% (Conf=43.5711%)
[2025-12-19T20:35:49.848737] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-19T20:35:49.848788] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-19T20:35:49.849665] [INFO ] [main      ] Progress: 126/455 forecasts completed (27.7%). SNGX finished in 0.6s. ETA: 56.8s. Rate: 347.66 forecasts/min
[2025-12-19T20:35:49.860043] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.860995] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-19T20:35:49.861052] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-19T20:35:49.861084] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-19T20:35:49.861929] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:49.861988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:49.866297] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.879589] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-19T20:35:49.879663] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=50.2221%)
[2025-12-19T20:35:49.879823] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-19T20:35:49.879865] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-19T20:35:49.881648] [INFO ] [main      ] Progress: 127/455 forecasts completed (27.9%). ACTG finished in 0.6s. ETA: 56.2s. Rate: 349.91 forecasts/min
[2025-12-19T20:35:49.891876] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.892871] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-19T20:35:49.892923] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-19T20:35:49.892953] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-19T20:35:49.893751] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:49.893811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:49.895456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:49.896020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:49.896418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:49.897428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:49.898774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:49.949890] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-19T20:35:49.949968] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=42.4983%)
[2025-12-19T20:35:49.950129] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-19T20:35:49.950173] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-19T20:35:49.950889] [INFO ] [main      ] Progress: 128/455 forecasts completed (28.1%). LINC finished in 0.6s. ETA: 55.8s. Rate: 351.54 forecasts/min
[2025-12-19T20:35:49.961420] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:49.962373] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-19T20:35:49.962430] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-19T20:35:49.962462] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-19T20:35:49.963255] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:49.963323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:49.965016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:49.965110] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:49.965507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:49.965905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:49.966652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:49.968586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:49.973661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:49.975882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:49.976971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.025030] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-19T20:35:50.025108] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=55.8641%)
[2025-12-19T20:35:50.025512] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-19T20:35:50.025569] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-19T20:35:50.025707] [INFO ] [main      ] Progress: 129/455 forecasts completed (28.4%). GBAB finished in 0.6s. ETA: 55.4s. Rate: 353.08 forecasts/min
[2025-12-19T20:35:50.037501] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:50.038702] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-19T20:35:50.038773] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-19T20:35:50.038819] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-19T20:35:50.039681] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:50.039743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:50.044999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:50.046429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:50.047640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:50.048349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.095087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:50.096224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:50.098309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:35:50.100569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.231834] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.310283] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.391549] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.401568] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:50.446067] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.474160] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:50.536221] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-19T20:35:50.536302] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-4.38% (Conf=59.5514%)
[2025-12-19T20:35:50.536753] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-19T20:35:50.536809] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-19T20:35:50.537656] [INFO ] [main      ] Progress: 130/455 forecasts completed (28.6%). ALGN finished in 0.7s. ETA: 56.1s. Rate: 347.70 forecasts/min
[2025-12-19T20:35:50.549100] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:50.550133] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-19T20:35:50.550190] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-19T20:35:50.550223] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-19T20:35:50.551146] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:50.551212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:50.557300] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-19T20:35:50.557373] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=-4.10% (Conf=63.2943%)
[2025-12-19T20:35:50.557757] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-19T20:35:50.557810] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-19T20:35:50.558525] [INFO ] [main      ] Progress: 131/455 forecasts completed (28.8%). FCBC finished in 0.7s. ETA: 55.5s. Rate: 350.05 forecasts/min
[2025-12-19T20:35:50.558448] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:50.569216] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:50.570290] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-19T20:35:50.570346] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-19T20:35:50.570377] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-19T20:35:50.571173] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:50.571234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:50.572916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:50.573438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:50.591742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:50.593533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.611610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.613081] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:50.633050] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-19T20:35:50.633129] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=49.0309%)
[2025-12-19T20:35:50.633296] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-19T20:35:50.633340] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-19T20:35:50.634059] [INFO ] [main      ] Progress: 132/455 forecasts completed (29.0%). CAAP finished in 0.7s. ETA: 55.1s. Rate: 351.54 forecasts/min
[2025-12-19T20:35:50.644262] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:50.645197] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-19T20:35:50.645247] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-19T20:35:50.645278] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-19T20:35:50.646065] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:50.646133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:50.646851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:50.647739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:50.648391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:50.649104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:50.650264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.680292] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-19T20:35:50.680363] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=60.5064%)
[2025-12-19T20:35:50.680766] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-19T20:35:50.680819] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-19T20:35:50.681654] [INFO ] [main      ] Progress: 133/455 forecasts completed (29.2%). CDXS finished in 0.7s. ETA: 54.7s. Rate: 353.45 forecasts/min
[2025-12-19T20:35:50.691642] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:50.692832] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-19T20:35:50.692887] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-19T20:35:50.692918] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-19T20:35:50.693737] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-19T20:35:50.693803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:50.698760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:50.700630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:50.701180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:50.701604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:50.703232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:50.704033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:50.705253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:50.705922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:50.707488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:50.709620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:50.710844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:50.933659] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.945236] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-19
[2025-12-19T20:35:50.983066] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.056452] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.105946] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.115525] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.153796] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.163454] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-19T20:35:51.163533] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=61.9798%)
[2025-12-19T20:35:51.163965] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-19T20:35:51.164018] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-19T20:35:51.165664] [INFO ] [main      ] Progress: 134/455 forecasts completed (29.5%). SUZ finished in 0.6s. ETA: 55.2s. Rate: 348.64 forecasts/min
[2025-12-19T20:35:51.175872] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.177069] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-19T20:35:51.177120] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-19T20:35:51.177151] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-19T20:35:51.177951] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:51.178016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:51.182748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.184485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:51.184980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:51.185417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:51.185818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:51.186913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:51.188882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:51.190300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.206735] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-19T20:35:51.206809] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=61.792%)
[2025-12-19T20:35:51.207162] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-19T20:35:51.207213] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-19T20:35:51.207199] [INFO ] [main      ] Progress: 135/455 forecasts completed (29.7%). MKC finished in 0.6s. ETA: 54.8s. Rate: 350.61 forecasts/min
[2025-12-19T20:35:51.218567] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.219909] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-19T20:35:51.219974] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-19T20:35:51.220007] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-19T20:35:51.220809] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:51.220874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:51.221754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:51.223003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:51.224854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:51.225538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.240954] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.265840] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-19T20:35:51.265911] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=57.9642%)
[2025-12-19T20:35:51.266066] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-19T20:35:51.266110] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-19T20:35:51.266869] [INFO ] [main      ] Progress: 136/455 forecasts completed (29.9%). LHX finished in 0.6s. ETA: 54.3s. Rate: 352.29 forecasts/min
[2025-12-19T20:35:51.277478] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.278683] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-19T20:35:51.278736] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-19T20:35:51.278766] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-19T20:35:51.279782] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:51.279847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:51.280773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.282539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:51.283006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:51.284019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:51.285622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:51.286671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:51.287323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.333861] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-19T20:35:51.333938] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=63.0494%)
[2025-12-19T20:35:51.334321] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-19T20:35:51.334371] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-19T20:35:51.334662] [INFO ] [main      ] Progress: 137/455 forecasts completed (30.1%). STBA finished in 0.7s. ETA: 53.9s. Rate: 353.85 forecasts/min
[2025-12-19T20:35:51.345173] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.346111] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-19T20:35:51.346166] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-19T20:35:51.346196] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-19T20:35:51.346982] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:35:51.347046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:51.351758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.353533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:51.354064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:51.354885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:51.355278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:51.356044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:51.357015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-19T20:35:51.357706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:51.358832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:51.360803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.524311] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.555563] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.624297] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.688900] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-19
[2025-12-19T20:35:51.689121] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.723611] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.752191] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-19T20:35:51.752273] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-19T20:35:51.752889] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-19T20:35:51.752948] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-19T20:35:51.753652] [INFO ] [main      ] Progress: 138/455 forecasts completed (30.3%). BSJS finished in 0.6s. ETA: 54.3s. Rate: 350.12 forecasts/min
[2025-12-19T20:35:51.764956] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.765909] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-19T20:35:51.765965] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-19T20:35:51.765997] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-19T20:35:51.766862] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:51.766943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:51.771944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.773863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:51.774961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:51.775363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:51.797109] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.799387] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-19T20:35:51.799459] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=45.4979%)
[2025-12-19T20:35:51.799636] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-19T20:35:51.799681] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-19T20:35:51.800646] [INFO ] [main      ] Progress: 139/455 forecasts completed (30.5%). SRAD finished in 0.6s. ETA: 53.9s. Rate: 351.96 forecasts/min
[2025-12-19T20:35:51.812068] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.813428] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-19T20:35:51.813487] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-19T20:35:51.813519] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-19T20:35:51.814386] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:51.814448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.816288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:51.816848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:51.817236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:51.819239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:51.820783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.830919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:51.832464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:51.836736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:51.858833] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:51.900236] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-19T20:35:51.900307] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=50.0096%)
[2025-12-19T20:35:51.900641] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-19T20:35:51.900690] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-19T20:35:51.901659] [INFO ] [main      ] Progress: 140/455 forecasts completed (30.8%). FELE finished in 0.6s. ETA: 53.5s. Rate: 352.98 forecasts/min
[2025-12-19T20:35:51.912037] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.913151] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-19T20:35:51.913214] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-19T20:35:51.913246] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-19T20:35:51.914073] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:51.914136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:51.918890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.920635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:51.921115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:51.922017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:51.953799] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-19T20:35:51.953871] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=46.1566%)
[2025-12-19T20:35:51.954220] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-19T20:35:51.954269] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-19T20:35:51.954654] [INFO ] [main      ] Progress: 141/455 forecasts completed (31.0%). REVG finished in 0.6s. ETA: 53.1s. Rate: 354.71 forecasts/min
[2025-12-19T20:35:51.964699] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:51.965650] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-19T20:35:51.965701] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-19T20:35:51.965732] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-19T20:35:51.966484] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:35:51.966559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:51.971233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:51.972974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:51.973442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:51.973842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:51.974675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:51.977011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:51.978207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:51.978904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:52.033168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:52.034613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:52.153471] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.184942] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.306985] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.319881] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:52.349072] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:52.370653] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.385355] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-19T20:35:52.385425] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=43.4827%)
[2025-12-19T20:35:52.385803] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-19T20:35:52.385854] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-19T20:35:52.386654] [INFO ] [main      ] Progress: 142/455 forecasts completed (31.2%). BLFY finished in 0.6s. ETA: 53.5s. Rate: 350.87 forecasts/min
[2025-12-19T20:35:52.397714] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:52.398681] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-19T20:35:52.398737] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-19T20:35:52.398770] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-19T20:35:52.399546] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:35:52.426328] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-19T20:35:52.426397] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=57.6498%)
[2025-12-19T20:35:52.426552] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-19T20:35:52.426613] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-19T20:35:52.427662] [INFO ] [main      ] Progress: 143/455 forecasts completed (31.4%). WULF finished in 0.7s. ETA: 53.1s. Rate: 352.75 forecasts/min
[2025-12-19T20:35:52.438201] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:52.439336] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-19T20:35:52.439387] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-19T20:35:52.439417] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-19T20:35:52.440225] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:52.440285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:52.475876] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:52.544995] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:52.549299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:52.550257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:52.550963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:52.553598] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-19T20:35:52.553671] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-3.23% (Conf=49.6462%)
[2025-12-19T20:35:52.554038] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-19T20:35:52.554089] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-19T20:35:52.554664] [INFO ] [main      ] Progress: 144/455 forecasts completed (31.6%). CHCI finished in 0.6s. ETA: 52.8s. Rate: 353.37 forecasts/min
[2025-12-19T20:35:52.566323] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:52.567401] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-19T20:35:52.567451] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-19T20:35:52.567481] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-19T20:35:52.568265] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:52.568326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:52.572977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:52.573784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:52.606281] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-19T20:35:52.606357] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=56.6456%)
[2025-12-19T20:35:52.606527] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-19T20:35:52.606586] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-19T20:35:52.607290] [INFO ] [main      ] Progress: 145/455 forecasts completed (31.9%). PLTK finished in 0.7s. ETA: 52.4s. Rate: 355.06 forecasts/min
[2025-12-19T20:35:52.617650] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:52.618620] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-19T20:35:52.618688] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-19T20:35:52.618722] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-19T20:35:52.619490] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:52.619554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:52.624402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:52.626174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:52.626678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:52.676218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:52.734771] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.750080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:52.751215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:52.752910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:52.754319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:52.755102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:52.884672] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-19
[2025-12-19T20:35:52.898560] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:52.908532] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.031954] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-19T20:35:53.032022] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=50.4091%)
[2025-12-19T20:35:53.032354] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-19T20:35:53.032404] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-19T20:35:53.032666] [INFO ] [main      ] Progress: 146/455 forecasts completed (32.1%). AAPL finished in 0.6s. ETA: 52.8s. Rate: 351.41 forecasts/min
[2025-12-19T20:35:53.043876] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.044962] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-19T20:35:53.045020] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-19T20:35:53.045062] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-19T20:35:53.045869] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:53.045928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:53.050322] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.050664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:53.051456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:53.053149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.076405] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.085627] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.142079] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-19T20:35:53.142158] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=4.08% (Conf=46.8559%)
[2025-12-19T20:35:53.142316] [INFO ] [main      ] Fetching symbol history for CLBK...
[2025-12-19T20:35:53.142359] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2025-12-19T20:35:53.143654] [INFO ] [main      ] Progress: 147/455 forecasts completed (32.3%). MCRB finished in 0.7s. ETA: 52.5s. Rate: 352.25 forecasts/min
[2025-12-19T20:35:53.154502] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.155660] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2025-12-19T20:35:53.155712] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2025-12-19T20:35:53.155743] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2025-12-19T20:35:53.156542] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:53.156632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:53.158332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:53.158914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:53.159309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:53.160081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:53.162697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:53.163782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:53.166208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.167685] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-19T20:35:53.167756] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=60.697%)
[2025-12-19T20:35:53.168108] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-19T20:35:53.168158] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-19T20:35:53.168618] [INFO ] [main      ] Progress: 148/455 forecasts completed (32.5%). TNL finished in 0.6s. ETA: 52.0s. Rate: 354.29 forecasts/min
[2025-12-19T20:35:53.179836] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.180719] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-19T20:35:53.180772] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-19T20:35:53.180803] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-19T20:35:53.181559] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:53.181636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:53.186259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:53.187983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:53.188474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.256048] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.350696] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-19T20:35:53.350763] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=50.9731%)
[2025-12-19T20:35:53.350930] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-19T20:35:53.350974] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-19T20:35:53.352138] [INFO ] [main      ] Progress: 149/455 forecasts completed (32.7%). RHI finished in 0.7s. ETA: 51.9s. Rate: 354.09 forecasts/min
[2025-12-19T20:35:53.364714] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.365733] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-19T20:35:53.365786] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-19T20:35:53.365818] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-19T20:35:53.366592] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:53.366653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:53.368318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:53.368887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:53.369775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:53.370708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:53.371711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.388749] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.499604] [DEBUG] [MAG       ] CLBK: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.535714] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.558996] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.628831] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-19T20:35:53.628902] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=7.28% (Conf=46.5563%)
[2025-12-19T20:35:53.629258] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-19T20:35:53.629309] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-19T20:35:53.629664] [INFO ] [main      ] Progress: 150/455 forecasts completed (33.0%). DCTH finished in 0.6s. ETA: 51.9s. Rate: 352.59 forecasts/min
[2025-12-19T20:35:53.640485] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.641398] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-19T20:35:53.641458] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-19T20:35:53.641490] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-19T20:35:53.642281] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:53.642343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:53.647055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:53.648866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:53.649342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:53.649799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:53.650542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:53.651805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.670062] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.704913] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-19
[2025-12-19T20:35:53.705961] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.740616] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2025-12-19T20:35:53.740700] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=60.3159%)
[2025-12-19T20:35:53.741169] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-19T20:35:53.741223] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-19T20:35:53.741652] [INFO ] [main      ] Progress: 151/455 forecasts completed (33.2%). CLBK finished in 0.6s. ETA: 51.6s. Rate: 353.39 forecasts/min
[2025-12-19T20:35:53.752906] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.754559] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-19T20:35:53.754629] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-19T20:35:53.754661] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-19T20:35:53.755464] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:53.755526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:53.760456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:53.761472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.802598] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-19T20:35:53.802670] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-3.18% (Conf=57.6295%)
[2025-12-19T20:35:53.803065] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-19T20:35:53.803116] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-19T20:35:53.804645] [INFO ] [main      ] Progress: 152/455 forecasts completed (33.4%). PFG finished in 0.6s. ETA: 51.2s. Rate: 354.86 forecasts/min
[2025-12-19T20:35:53.814019] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.815112] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-19T20:35:53.815165] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-19T20:35:53.815196] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-19T20:35:53.815973] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:35:53.816036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:53.864399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:53.865713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:53.866397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:53.869350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:53.870015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:53.870688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:53.871368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:53.871961] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:53.873992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:53.877867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:53.879489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:53.934144] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-19T20:35:53.934219] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-3.47% (Conf=53.1095%)
[2025-12-19T20:35:53.934398] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-19T20:35:53.934443] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-19T20:35:53.935159] [INFO ] [main      ] Progress: 153/455 forecasts completed (33.6%). AMBP finished in 0.6s. ETA: 51.0s. Rate: 355.39 forecasts/min
[2025-12-19T20:35:53.945041] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:53.946059] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-19T20:35:53.946111] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-19T20:35:53.946141] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-19T20:35:53.946957] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:53.947018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:53.948712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:53.949234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:53.949643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:53.984350] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.057926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:54.095922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:54.097168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:54.097549] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.097832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.151413] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.231959] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-19T20:35:54.232036] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=16.00% (Conf=48.4988%)
[2025-12-19T20:35:54.232380] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-19T20:35:54.232429] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-19T20:35:54.232672] [INFO ] [main      ] Progress: 154/455 forecasts completed (33.8%). CDE finished in 0.6s. ETA: 51.1s. Rate: 353.64 forecasts/min
[2025-12-19T20:35:54.240445] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.244652] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.246370] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-19T20:35:54.246423] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-19T20:35:54.246454] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-19T20:35:54.247467] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:54.247528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:54.252856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:54.255292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:54.256486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:54.257519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.266722] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.325982] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-19T20:35:54.326060] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.1431%)
[2025-12-19T20:35:54.326222] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-19T20:35:54.326266] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-19T20:35:54.327656] [INFO ] [main      ] Progress: 155/455 forecasts completed (34.1%). HAIN finished in 0.6s. ETA: 50.8s. Rate: 354.65 forecasts/min
[2025-12-19T20:35:54.338377] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.339537] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-19T20:35:54.339615] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-19T20:35:54.339648] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-19T20:35:54.340414] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:35:54.340471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:54.341180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.417133] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.438927] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.494161] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-19T20:35:54.494235] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=9.93% (Conf=54.2765%)
[2025-12-19T20:35:54.494651] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-19T20:35:54.494661] [INFO ] [main      ] Progress: 156/455 forecasts completed (34.3%). SHLS finished in 0.7s. ETA: 50.6s. Rate: 354.68 forecasts/min
[2025-12-19T20:35:54.494718] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-19T20:35:54.506274] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.507741] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-19T20:35:54.507799] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-19T20:35:54.507831] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-19T20:35:54.508696] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:54.508763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:54.513927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:54.514784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:54.516648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:54.517145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:54.518255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:54.520459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:54.523520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.591328] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.604208] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.672326] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.676272] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-19T20:35:54.676342] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=67.6387%)
[2025-12-19T20:35:54.676519] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-19T20:35:54.677371] [INFO ] [main      ] Progress: 157/455 forecasts completed (34.5%). ALZN finished in 0.7s. ETA: 50.4s. Rate: 354.50 forecasts/min
[2025-12-19T20:35:54.677474] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-19T20:35:54.692993] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.694039] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-19T20:35:54.694091] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-19T20:35:54.694122] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-19T20:35:54.694919] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:54.694979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:54.699758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:54.701528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:54.702025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:54.702407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:54.740523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:54.741376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.756459] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.836222] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:54.868866] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-19T20:35:54.868936] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=53.7544%)
[2025-12-19T20:35:54.869094] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-19T20:35:54.869137] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-19T20:35:54.870651] [INFO ] [main      ] Progress: 158/455 forecasts completed (34.7%). PNFP finished in 0.6s. ETA: 50.3s. Rate: 354.18 forecasts/min
[2025-12-19T20:35:54.880817] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.881903] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-19T20:35:54.881957] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-19T20:35:54.881988] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-19T20:35:54.882807] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:35:54.882867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:54.882813] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-19
[2025-12-19T20:35:54.887566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:54.890039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:54.902994] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-19T20:35:54.903063] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=55.5928%)
[2025-12-19T20:35:54.903420] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-19T20:35:54.903471] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-19T20:35:54.903657] [INFO ] [main      ] Progress: 159/455 forecasts completed (34.9%). AIPI finished in 0.6s. ETA: 49.9s. Rate: 355.98 forecasts/min
[2025-12-19T20:35:54.915286] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:54.916405] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-19T20:35:54.916457] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-19T20:35:54.916487] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-19T20:35:54.917294] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:54.917703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:54.922468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:54.924904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:54.926507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:54.975920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:54.977182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.056234] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.077379] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.135065] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-19T20:35:55.135136] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.87% (Conf=54.9689%)
[2025-12-19T20:35:55.135534] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-19T20:35:55.135603] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-19T20:35:55.135661] [INFO ] [main      ] Progress: 160/455 forecasts completed (35.2%). VSTS finished in 0.6s. ETA: 49.8s. Rate: 355.14 forecasts/min
[2025-12-19T20:35:55.147051] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.148169] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-19T20:35:55.148224] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-19T20:35:55.148255] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-19T20:35:55.149088] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:55.149149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:55.154193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:55.155031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:55.155729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:55.156945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.243033] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.247316] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.306537] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.319041] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-19T20:35:55.319107] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=57.6911%)
[2025-12-19T20:35:55.319267] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-19T20:35:55.319309] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-19T20:35:55.319980] [INFO ] [main      ] Progress: 161/455 forecasts completed (35.4%). OHI finished in 0.6s. ETA: 49.7s. Rate: 354.94 forecasts/min
[2025-12-19T20:35:55.330327] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.331453] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-19T20:35:55.331508] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-19T20:35:55.331539] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-19T20:35:55.332325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:55.332384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:55.337152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:55.338937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:55.339412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:55.339811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.432176] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.476510] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.515170] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-19T20:35:55.515247] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=61.9645%)
[2025-12-19T20:35:55.515693] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-19T20:35:55.515748] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-19T20:35:55.516672] [INFO ] [main      ] Progress: 162/455 forecasts completed (35.6%). BNS finished in 0.6s. ETA: 49.6s. Rate: 354.59 forecasts/min
[2025-12-19T20:35:55.528496] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.529667] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-19T20:35:55.529759] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-19T20:35:55.529805] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-19T20:35:55.530718] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:55.530782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:55.535854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:55.536695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:55.537971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:55.538640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.543566] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-19T20:35:55.543670] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=59.8228%)
[2025-12-19T20:35:55.543835] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-19T20:35:55.543880] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-19T20:35:55.545626] [INFO ] [main      ] Progress: 163/455 forecasts completed (35.8%). OCSL finished in 0.6s. ETA: 49.2s. Rate: 356.40 forecasts/min
[2025-12-19T20:35:55.555852] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.556811] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-19T20:35:55.556866] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-19T20:35:55.556898] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-19T20:35:55.557718] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:55.557781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:55.562753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:55.564521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:55.565074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:55.565544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:55.566455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.578773] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.675630] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.751343] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.848535] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:55.858294] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-19T20:35:55.858363] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=49.0998%)
[2025-12-19T20:35:55.858747] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-19T20:35:55.858797] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-19T20:35:55.859658] [INFO ] [main      ] Progress: 164/455 forecasts completed (36.0%). OXM finished in 0.7s. ETA: 49.2s. Rate: 354.53 forecasts/min
[2025-12-19T20:35:55.869105] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.870044] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-19T20:35:55.870095] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-19T20:35:55.870126] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-19T20:35:55.870892] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:55.870954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:55.903765] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.912567] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-19T20:35:55.912655] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=45.6358%)
[2025-12-19T20:35:55.912836] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-19T20:35:55.912881] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-19T20:35:55.913952] [INFO ] [main      ] Progress: 165/455 forecasts completed (36.3%). IMMX finished in 0.6s. ETA: 48.9s. Rate: 355.99 forecasts/min
[2025-12-19T20:35:55.925534] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:55.930364] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-19T20:35:55.930424] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-19T20:35:55.930456] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-19T20:35:55.931327] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:35:55.931399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:55.936827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:55.946050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:55.947296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:55.950396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:55.952856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:55.956871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:55.957650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:55.965289] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-19
[2025-12-19T20:35:55.976730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:55.978806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:55.979305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:55.980372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:55.982084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:55.983158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:55.983945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:55.987384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.068507] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.147088] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.178443] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-19T20:35:56.178515] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=63.2958%)
[2025-12-19T20:35:56.178950] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-19T20:35:56.179010] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-19T20:35:56.179667] [INFO ] [main      ] Progress: 166/455 forecasts completed (36.5%). COP finished in 0.6s. ETA: 48.9s. Rate: 354.76 forecasts/min
[2025-12-19T20:35:56.190631] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.191847] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-19T20:35:56.191902] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-19T20:35:56.191937] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-19T20:35:56.192776] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:56.192840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:56.197719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:56.199528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:56.200074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:56.200514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:56.200946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:56.202271] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.227748] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-19T20:35:56.227834] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=47.277%)
[2025-12-19T20:35:56.228255] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-19T20:35:56.228311] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-19T20:35:56.229658] [INFO ] [main      ] Progress: 167/455 forecasts completed (36.7%). PD finished in 0.7s. ETA: 48.5s. Rate: 356.26 forecasts/min
[2025-12-19T20:35:56.241345] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.242455] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-19T20:35:56.242515] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-19T20:35:56.242548] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-19T20:35:56.243377] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:56.243442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:56.248778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:56.249812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:56.252684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:56.255737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:56.257392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:56.259279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.296856] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-19
[2025-12-19T20:35:56.414908] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-19
[2025-12-19T20:35:56.461148] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.520303] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-19T20:35:56.520372] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=69.7114%)
[2025-12-19T20:35:56.520769] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-19T20:35:56.520819] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-19T20:35:56.521660] [INFO ] [main      ] Progress: 168/455 forecasts completed (36.9%). BEPI finished in 0.7s. ETA: 48.5s. Rate: 354.71 forecasts/min
[2025-12-19T20:35:56.531938] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.533056] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-19T20:35:56.533114] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-19T20:35:56.533146] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-19T20:35:56.533933] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-19T20:35:56.533999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:56.538721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:56.540428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:56.540918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:56.541303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:56.542556] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-19
[2025-12-19T20:35:56.583410] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.614018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:56.614696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:56.617225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:56.617868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:56.618321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:56.619349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:56.620164] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-19
[2025-12-19T20:35:56.620948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:56.622340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:56.623029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.698419] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-19T20:35:56.698490] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=56.2098%)
[2025-12-19T20:35:56.698693] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-19T20:35:56.698740] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-19T20:35:56.699963] [INFO ] [main      ] Progress: 169/455 forecasts completed (37.1%). SF finished in 0.8s. ETA: 48.4s. Rate: 354.60 forecasts/min
[2025-12-19T20:35:56.709802] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.710727] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-19T20:35:56.710780] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-19T20:35:56.710810] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-19T20:35:56.711570] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:56.711652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:56.713293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:56.713306] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.713815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:56.714212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:56.714972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:56.715789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:56.753391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:56.754704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.794790] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-19T20:35:56.794865] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=49.1755%)
[2025-12-19T20:35:56.795215] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-19T20:35:56.795268] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-19T20:35:56.795651] [INFO ] [main      ] Progress: 170/455 forecasts completed (37.4%). GLPG finished in 0.6s. ETA: 48.1s. Rate: 355.51 forecasts/min
[2025-12-19T20:35:56.799764] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:56.806848] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.807824] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-19T20:35:56.807881] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-19T20:35:56.807912] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-19T20:35:56.808741] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:56.808818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:56.813755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:56.814782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:56.816296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:56.819090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.900625] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-19T20:35:56.900697] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=4.98% (Conf=57.1141%)
[2025-12-19T20:35:56.901098] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-19T20:35:56.901158] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-19T20:35:56.902656] [INFO ] [main      ] Progress: 171/455 forecasts completed (37.6%). JKS finished in 0.7s. ETA: 47.8s. Rate: 356.27 forecasts/min
[2025-12-19T20:35:56.913872] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:56.915100] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-19T20:35:56.915158] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-19T20:35:56.915192] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-19T20:35:56.916095] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:56.916162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:56.917115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:56.918330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:56.920224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:56.920788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:56.921974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:56.924034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:56.960326] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.084402] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.131511] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.153475] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.200331] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-19T20:35:57.200402] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=-4.05% (Conf=66.0284%)
[2025-12-19T20:35:57.200847] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-19T20:35:57.200899] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-19T20:35:57.201650] [INFO ] [main      ] Progress: 172/455 forecasts completed (37.8%). VMD finished in 0.7s. ETA: 47.9s. Rate: 354.67 forecasts/min
[2025-12-19T20:35:57.211702] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.212656] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-19T20:35:57.212708] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-19T20:35:57.212739] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-19T20:35:57.213493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:57.213554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:57.214273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:57.249740] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.281993] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.290875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:57.293896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:57.295777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:57.318108] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.336764] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-19T20:35:57.336833] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=51.7019%)
[2025-12-19T20:35:57.337005] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-19T20:35:57.337049] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-19T20:35:57.338187] [INFO ] [main      ] Progress: 173/455 forecasts completed (38.0%). JACK finished in 0.6s. ETA: 47.7s. Rate: 355.07 forecasts/min
[2025-12-19T20:35:57.348799] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.349722] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-19T20:35:57.349774] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-19T20:35:57.349805] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-19T20:35:57.350607] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:57.350668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:57.352323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:57.352848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:57.353298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:57.353707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:57.356065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:57.429336] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-19T20:35:57.429416] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=7.04% (Conf=54.6766%)
[2025-12-19T20:35:57.429804] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-19T20:35:57.429856] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-19T20:35:57.430659] [INFO ] [main      ] Progress: 174/455 forecasts completed (38.2%). MIGI finished in 0.6s. ETA: 47.4s. Rate: 356.00 forecasts/min
[2025-12-19T20:35:57.441169] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.442067] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-19T20:35:57.442119] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-19T20:35:57.442152] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-19T20:35:57.442951] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:57.443014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:57.444740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:57.445239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:57.445664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:57.462094] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.521357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:57.523290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:57.583174] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-19T20:35:57.583249] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.9606%)
[2025-12-19T20:35:57.583683] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-19T20:35:57.583737] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-19T20:35:57.584653] [INFO ] [main      ] Progress: 175/455 forecasts completed (38.5%). RMI finished in 0.7s. ETA: 47.2s. Rate: 356.17 forecasts/min
[2025-12-19T20:35:57.596307] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.597472] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-19T20:35:57.597530] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-19T20:35:57.597562] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-19T20:35:57.598431] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:57.598493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:57.599465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:57.600693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:57.602248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:57.631139] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.699123] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.795043] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.858391] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.871345] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:57.893071] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-19T20:35:57.893142] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-5.46% (Conf=46.496%)
[2025-12-19T20:35:57.893302] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-19T20:35:57.893345] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-19T20:35:57.894332] [INFO ] [main      ] Progress: 176/455 forecasts completed (38.7%). AMN finished in 0.7s. ETA: 47.2s. Rate: 354.48 forecasts/min
[2025-12-19T20:35:57.904715] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.906455] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-19T20:35:57.906507] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-19T20:35:57.906538] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-19T20:35:57.907306] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:57.907366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:57.912031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:57.913768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:57.914241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:57.914644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:57.915346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:57.946204] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-19T20:35:57.946274] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=50.2712%)
[2025-12-19T20:35:57.946617] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-19T20:35:57.946667] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-19T20:35:57.947542] [INFO ] [main      ] Progress: 177/455 forecasts completed (38.9%). SSRM finished in 0.6s. ETA: 46.9s. Rate: 355.86 forecasts/min
[2025-12-19T20:35:57.957638] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:57.958458] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-19T20:35:57.958508] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-19T20:35:57.958538] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-19T20:35:57.959367] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:57.959428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:57.961602] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-19
[2025-12-19T20:35:57.964152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:57.965915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:57.966389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:57.967136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:57.967934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:57.969209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.024380] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:58.138186] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:58.148998] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-19T20:35:58.149070] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=50.3961%)
[2025-12-19T20:35:58.149764] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-19T20:35:58.149816] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-19T20:35:58.151764] [INFO ] [main      ] Progress: 178/455 forecasts completed (39.1%). VONE finished in 0.7s. ETA: 46.8s. Rate: 355.44 forecasts/min
[2025-12-19T20:35:58.161856] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:58.162807] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-19T20:35:58.162861] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-19T20:35:58.162894] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-19T20:35:58.163691] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:58.163752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:58.168695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:58.170538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:58.171038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:58.171423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:58.219826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:58.220907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:58.247257] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-19
[2025-12-19T20:35:58.298149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.309567] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-19
[2025-12-19T20:35:58.335192] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-19T20:35:58.335292] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=76.025%)
[2025-12-19T20:35:58.335851] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-19T20:35:58.335936] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-19T20:35:58.336485] [INFO ] [main      ] Progress: 179/455 forecasts completed (39.3%). NDAQ finished in 0.8s. ETA: 46.6s. Rate: 355.25 forecasts/min
[2025-12-19T20:35:58.348728] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:58.349992] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-19T20:35:58.350048] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-19T20:35:58.350079] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-19T20:35:58.350864] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-19T20:35:58.350961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:58.356396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:58.358318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:58.358880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:58.359335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:58.359769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:58.360590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:58.361383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:58.364135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:35:58.414744] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:58.470292] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-19T20:35:58.470361] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=34.1898%)
[2025-12-19T20:35:58.470752] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-19T20:35:58.470803] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-19T20:35:58.471664] [INFO ] [main      ] Progress: 180/455 forecasts completed (39.6%). GGB finished in 0.6s. ETA: 46.4s. Rate: 355.65 forecasts/min
[2025-12-19T20:35:58.474464] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:58.481601] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:58.482663] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-19T20:35:58.482727] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-19T20:35:58.482758] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-19T20:35:58.482853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:35:58.483516] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:35:58.483599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:58.484905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:58.485227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:58.485758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:58.486137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:58.487072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:58.488211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:58.489261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.526444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:35:58.527558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:35:58.533632] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-19T20:35:58.533703] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=50.5708%)
[2025-12-19T20:35:58.533867] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-19T20:35:58.533909] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-19T20:35:58.535108] [INFO ] [main      ] Progress: 181/455 forecasts completed (39.8%). CFFN finished in 0.6s. ETA: 46.1s. Rate: 356.88 forecasts/min
[2025-12-19T20:35:58.544965] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:58.546354] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-19T20:35:58.546414] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-19T20:35:58.546443] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-19T20:35:58.551194] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:58.551257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:58.553639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:58.556391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:58.557832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:58.558845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.571388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:58.572506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:58.573837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:35:58.630693] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-19
[2025-12-19T20:35:58.656350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:35:58.657343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:35:58.659276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:35:58.662130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:35:58.663258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:35:58.665370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:35:58.666137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:58.670686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:35:58.671988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:58.673768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:35:58.675607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:35:58.678743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:35:58.679478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:35:58.680259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:35:58.682460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:58.683652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:35:58.684450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:35:58.685185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-19T20:35:58.685995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:58.689273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:35:58.691243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:35:58.694341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:35:58.696880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:35:58.701070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:58.719503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:58.720693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:58.722508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:58.723358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:35:58.725128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:58.726820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:35:58.727767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:35:58.729064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:35:58.730451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:35:58.732705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:35:58.734366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:35:58.737387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:35:58.739312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:35:58.745927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.797894] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:58.818993] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-19
[2025-12-19T20:35:58.864316] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-19T20:35:58.864391] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=48.3251%)
[2025-12-19T20:35:58.864761] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-19T20:35:58.864814] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-19T20:35:58.865654] [INFO ] [main      ] Progress: 182/455 forecasts completed (40.0%). TSLX finished in 0.7s. ETA: 46.1s. Rate: 354.99 forecasts/min
[2025-12-19T20:35:58.876020] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:58.877243] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-19T20:35:58.877296] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-19T20:35:58.877329] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-19T20:35:58.878169] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:58.878231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:58.883061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:35:58.884061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:35:58.886538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:58.891588] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-19
[2025-12-19T20:35:58.984694] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.063979] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.091610] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-19
[2025-12-19T20:35:59.097908] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-19T20:35:59.097978] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=58.1967%)
[2025-12-19T20:35:59.098345] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-19T20:35:59.098395] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-19T20:35:59.098379] [INFO ] [main      ] Progress: 183/455 forecasts completed (40.2%). TEM finished in 0.6s. ETA: 46.1s. Rate: 354.26 forecasts/min
[2025-12-19T20:35:59.110053] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.111026] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-19T20:35:59.111078] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-19T20:35:59.111109] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-19T20:35:59.111896] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:35:59.111956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:59.113617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:59.114122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:59.114551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:35:59.120253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.153988] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-19T20:35:59.154058] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=56.8453%)
[2025-12-19T20:35:59.154237] [INFO ] [main      ] Fetching symbol history for MILN...
[2025-12-19T20:35:59.154283] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2025-12-19T20:35:59.154985] [INFO ] [main      ] Progress: 184/455 forecasts completed (40.4%). HMC finished in 0.6s. ETA: 45.7s. Rate: 355.55 forecasts/min
[2025-12-19T20:35:59.166570] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.167454] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2025-12-19T20:35:59.167513] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2025-12-19T20:35:59.167545] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2025-12-19T20:35:59.168367] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:35:59.168447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:35:59.169254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:59.171009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:59.171541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:35:59.172638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:35:59.174323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:35:59.175384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:35:59.176096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.219398] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-19
[2025-12-19T20:35:59.258062] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.385116] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.443196] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-19T20:35:59.443268] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=51.456%)
[2025-12-19T20:35:59.443631] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-19T20:35:59.443684] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-19T20:35:59.443670] [INFO ] [main      ] Progress: 185/455 forecasts completed (40.7%). CHSCL finished in 0.6s. ETA: 45.7s. Rate: 354.19 forecasts/min
[2025-12-19T20:35:59.453274] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-19
[2025-12-19T20:35:59.455028] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.455903] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-19T20:35:59.455975] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-19T20:35:59.456015] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-19T20:35:59.457013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:59.457085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:59.462240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:35:59.463618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:35:59.466334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:35:59.480852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:35:59.482327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.519507] [DEBUG] [MAG       ] MILN: Last date is validated at 2025-12-19
[2025-12-19T20:35:59.528405] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-19T20:35:59.528482] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-19T20:35:59.528912] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-19T20:35:59.528965] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-19T20:35:59.530658] [INFO ] [main      ] Progress: 186/455 forecasts completed (40.9%). BSCQ finished in 1.2s. ETA: 45.4s. Rate: 355.12 forecasts/min
[2025-12-19T20:35:59.542305] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.543216] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-19T20:35:59.543272] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-19T20:35:59.543304] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-19T20:35:59.544121] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:59.544182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:59.545874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:59.546385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:35:59.547636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.620283] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.695589] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-19T20:35:59.695660] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=49.2488%)
[2025-12-19T20:35:59.696038] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-19T20:35:59.696090] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-19T20:35:59.696675] [INFO ] [main      ] Progress: 187/455 forecasts completed (41.1%). QQQJ finished in 0.6s. ETA: 45.3s. Rate: 355.15 forecasts/min
[2025-12-19T20:35:59.697118] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:35:59.708898] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.710190] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-19T20:35:59.710251] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-19T20:35:59.710653] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-19T20:35:59.711856] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:35:59.711922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:35:59.713704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:35:59.714247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:35:59.714745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:35:59.715197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:35:59.720020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.783368] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2025-12-19T20:35:59.783437] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=56.9192%)
[2025-12-19T20:35:59.783618] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-19T20:35:59.783663] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-19T20:35:59.784351] [INFO ] [main      ] Progress: 188/455 forecasts completed (41.3%). MILN finished in 0.6s. ETA: 45.0s. Rate: 356.06 forecasts/min
[2025-12-19T20:35:59.794503] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:35:59.795415] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-19T20:35:59.795472] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-19T20:35:59.795503] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-19T20:35:59.796324] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:35:59.796397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:35:59.801364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:35:59.839849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:35:59.840342] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-19
[2025-12-19T20:35:59.840882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:35:59.883739] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.007440] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.051170] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.094896] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.111433] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-19T20:36:00.111501] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=56.3299%)
[2025-12-19T20:36:00.111883] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-19T20:36:00.111935] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-19T20:36:00.112657] [INFO ] [main      ] Progress: 189/455 forecasts completed (41.5%). FDUS finished in 0.6s. ETA: 45.0s. Rate: 354.28 forecasts/min
[2025-12-19T20:36:00.120675] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-19T20:36:00.120748] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=6.99% (Conf=57.0941%)
[2025-12-19T20:36:00.120918] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-19T20:36:00.120963] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-19T20:36:00.122615] [INFO ] [main      ] Progress: 190/455 forecasts completed (41.8%). TERN finished in 0.7s. ETA: 44.7s. Rate: 356.05 forecasts/min
[2025-12-19T20:36:00.123455] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.124424] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-19T20:36:00.124474] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-19T20:36:00.124504] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-19T20:36:00.125279] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:00.125352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:00.130049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:00.132428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:00.133726] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.134949] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-19T20:36:00.135023] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-19T20:36:00.135058] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-19T20:36:00.136264] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:00.136332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:00.141401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:00.142453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:00.175463] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.236981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:00.239282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:00.278003] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.341007] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.344350] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-19T20:36:00.344421] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=58.7252%)
[2025-12-19T20:36:00.344615] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-19T20:36:00.344675] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-19T20:36:00.346674] [INFO ] [main      ] Progress: 191/455 forecasts completed (42.0%). SWIM finished in 0.6s. ETA: 44.6s. Rate: 355.43 forecasts/min
[2025-12-19T20:36:00.357355] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.358396] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-19T20:36:00.358451] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-19T20:36:00.358482] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-19T20:36:00.359328] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-19T20:36:00.359430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:00.364419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:00.366376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:00.366918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:00.367376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:00.367800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:00.368622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:00.369518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:00.372126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:00.398634] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-19T20:36:00.398721] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=48.6752%)
[2025-12-19T20:36:00.398879] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-19T20:36:00.398921] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-19T20:36:00.400061] [INFO ] [main      ] Progress: 192/455 forecasts completed (42.2%). AEI finished in 0.6s. ETA: 44.2s. Rate: 356.70 forecasts/min
[2025-12-19T20:36:00.409228] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.410192] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-19T20:36:00.410242] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-19T20:36:00.410273] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-19T20:36:00.411040] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:00.411100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:00.415897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:00.417716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:00.418190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:00.435424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:00.484857] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.487271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:00.489325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:00.528183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:00.530523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:00.572253] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.576523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:00.577687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:00.578941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:00.654300] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.654703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:00.655657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:00.657652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:00.660530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:00.661647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:00.663902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:00.664775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:00.669197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:00.670391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:00.671725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:00.673280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:00.676132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:00.676819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:00.677508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:00.679553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:00.680687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:00.681420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:00.682137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-19T20:36:00.682857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:00.685643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:00.687271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:00.689757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:00.691984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:00.696112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:00.714260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:00.715429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:00.717109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:00.717897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:00.719540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:00.723283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:00.724258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:00.728829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:00.733331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:00.735457] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-19T20:36:00.735527] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=58.053%)
[2025-12-19T20:36:00.735877] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-19T20:36:00.735927] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-19T20:36:00.736655] [INFO ] [main      ] Progress: 193/455 forecasts completed (42.4%). MGNI finished in 0.6s. ETA: 44.3s. Rate: 354.86 forecasts/min
[2025-12-19T20:36:00.737762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:36:00.740398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:00.744753] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.754313] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.758139] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-19T20:36:00.758190] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-19T20:36:00.758220] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-19T20:36:00.759029] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:36:00.779382] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-19
[2025-12-19T20:36:00.936365] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-19T20:36:00.936430] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=58.1507%)
[2025-12-19T20:36:00.936847] [INFO ] [main      ] Progress: 194/455 forecasts completed (42.6%). SHEL finished in 0.8s. ETA: 44.2s. Rate: 354.53 forecasts/min
[2025-12-19T20:36:00.937032] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-19T20:36:00.937078] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-19T20:36:00.948484] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:00.951218] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-19T20:36:00.951270] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-19T20:36:00.951300] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-19T20:36:00.952089] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:00.952150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:00.953048] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:00.962875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:00.964652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:00.965124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:00.965556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:00.968982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:01.066482] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-19T20:36:01.066552] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-19T20:36:01.066731] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-19T20:36:01.066775] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-19T20:36:01.068812] [INFO ] [main      ] Progress: 195/455 forecasts completed (42.9%). EVF finished in 0.7s. ETA: 44.0s. Rate: 354.93 forecasts/min
[2025-12-19T20:36:01.075014] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-19
[2025-12-19T20:36:01.086260] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:01.087223] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-19T20:36:01.087280] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-19T20:36:01.087311] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-19T20:36:01.088082] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:01.088140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:01.098975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:01.112741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:01.246706] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:01.428975] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-19
[2025-12-19T20:36:01.458027] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-19
[2025-12-19T20:36:01.508757] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-19T20:36:01.508829] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-19T20:36:01.509209] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-19T20:36:01.509261] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-19T20:36:01.509665] [INFO ] [main      ] Progress: 196/455 forecasts completed (43.1%). FTSM finished in 1.2s. ETA: 44.1s. Rate: 352.04 forecasts/min
[2025-12-19T20:36:01.520354] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:01.521288] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-19T20:36:01.523358] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-19T20:36:01.523398] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-19T20:36:01.524182] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:01.524243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:01.530705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:01.532602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:01.533104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:01.533881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:01.609120] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:01.635072] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-19
[2025-12-19T20:36:01.681244] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:01.682601] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-19T20:36:01.682661] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=16.4296%)
[2025-12-19T20:36:01.682822] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-19T20:36:01.682883] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-19T20:36:01.687669] [INFO ] [main      ] Progress: 197/455 forecasts completed (43.3%). CIF finished in 0.9s. ETA: 44.0s. Rate: 351.96 forecasts/min
[2025-12-19T20:36:01.703872] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:01.707626] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-19T20:36:01.707686] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-19T20:36:01.707718] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-19T20:36:01.708507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:01.708588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:01.710323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:01.713884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:01.714289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:01.715242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:01.789226] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-19T20:36:01.789299] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=44.8836%)
[2025-12-19T20:36:01.789467] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-19T20:36:01.789510] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-19T20:36:01.789967] [INFO ] [main      ] Progress: 198/455 forecasts completed (43.5%). PRGO finished in 0.9s. ETA: 43.7s. Rate: 352.67 forecasts/min
[2025-12-19T20:36:01.801520] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:01.802658] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-19T20:36:01.802717] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-19T20:36:01.802758] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-19T20:36:01.803672] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:36:01.844529] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:01.847081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:01.848377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:01.896351] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-19
[2025-12-19T20:36:01.896825] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-19T20:36:01.896895] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=46.7447%)
[2025-12-19T20:36:01.897246] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-19T20:36:01.897298] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-19T20:36:01.897663] [INFO ] [main      ] Progress: 199/455 forecasts completed (43.7%). FMN finished in 0.8s. ETA: 43.5s. Rate: 353.33 forecasts/min
[2025-12-19T20:36:01.908516] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:01.909393] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-19T20:36:01.909452] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-19T20:36:01.909844] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-19T20:36:01.910674] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:01.910737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:01.915683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:02.027131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:02.028441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:02.030473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.071476] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.131042] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-19T20:36:02.131113] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-8.75% (Conf=56.3261%)
[2025-12-19T20:36:02.131504] [INFO ] [main      ] Progress: 200/455 forecasts completed (44.0%). PLUG finished in 0.6s. ETA: 43.4s. Rate: 352.66 forecasts/min
[2025-12-19T20:36:02.131697] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-19T20:36:02.131745] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-19T20:36:02.142724] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:02.143645] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-19T20:36:02.143696] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-19T20:36:02.143728] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-19T20:36:02.144490] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:02.144551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:02.146205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:02.146728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:02.147119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:02.173327] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.184226] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.195495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.348893] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.361448] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.367904] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.404179] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-19T20:36:02.404265] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=33.6073%)
[2025-12-19T20:36:02.404431] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-19T20:36:02.404475] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-19T20:36:02.404877] [INFO ] [main      ] Progress: 201/455 forecasts completed (44.2%). CHSCN finished in 0.7s. ETA: 43.3s. Rate: 351.60 forecasts/min
[2025-12-19T20:36:02.416549] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:02.417783] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-19T20:36:02.417835] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-19T20:36:02.417865] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-19T20:36:02.418686] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:02.418747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:02.420450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:02.420981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:02.421367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:02.423158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:02.425142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:02.426883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.451922] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-19T20:36:02.451993] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=54.1706%)
[2025-12-19T20:36:02.452339] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-19T20:36:02.452389] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-19T20:36:02.452674] [INFO ] [main      ] Progress: 202/455 forecasts completed (44.4%). GPIQ finished in 0.7s. ETA: 43.0s. Rate: 352.86 forecasts/min
[2025-12-19T20:36:02.463820] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:02.464751] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-19T20:36:02.464805] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-19T20:36:02.464837] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-19T20:36:02.465701] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:02.465762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:02.467617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:02.468163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:02.468567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:02.471531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:02.474073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.539011] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.543329] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.657446] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-19T20:36:02.657522] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=56.8524%)
[2025-12-19T20:36:02.657915] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-19T20:36:02.657966] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-19T20:36:02.659666] [INFO ] [main      ] Progress: 203/455 forecasts completed (44.6%). UAL finished in 0.8s. ETA: 42.9s. Rate: 352.48 forecasts/min
[2025-12-19T20:36:02.669031] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:02.669875] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-19T20:36:02.669930] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-19T20:36:02.669962] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-19T20:36:02.670765] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:02.670825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:02.675509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:02.676342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:02.678221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:02.678935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:02.680186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.714281] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.766309] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.774312] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-19T20:36:02.774380] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-4.44% (Conf=50.1841%)
[2025-12-19T20:36:02.774751] [INFO ] [main      ] Progress: 204/455 forecasts completed (44.8%). BOC finished in 0.6s. ETA: 42.7s. Rate: 353.04 forecasts/min
[2025-12-19T20:36:02.774879] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-19T20:36:02.774923] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-19T20:36:02.785742] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:02.786818] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-19T20:36:02.786874] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-19T20:36:02.786906] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-19T20:36:02.787697] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:02.787759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:02.792484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:02.793811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:02.795474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:02.797912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:02.819159] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-19
[2025-12-19T20:36:02.930719] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:02.986467] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.014771] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-19T20:36:03.014843] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=53.5896%)
[2025-12-19T20:36:03.015012] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-19T20:36:03.015057] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-19T20:36:03.015909] [INFO ] [main      ] Progress: 205/455 forecasts completed (45.1%). TWFG finished in 0.6s. ETA: 42.6s. Rate: 352.32 forecasts/min
[2025-12-19T20:36:03.019068] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.026378] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.027314] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-19T20:36:03.027365] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-19T20:36:03.027405] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-19T20:36:03.028217] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:03.028277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:03.033053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:03.033874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.081549] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-19T20:36:03.081636] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=55.4778%)
[2025-12-19T20:36:03.081792] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-19T20:36:03.081835] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-19T20:36:03.082848] [INFO ] [main      ] Progress: 206/455 forecasts completed (45.3%). KFY finished in 0.6s. ETA: 42.3s. Rate: 353.36 forecasts/min
[2025-12-19T20:36:03.095759] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.096787] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-19T20:36:03.097441] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-19T20:36:03.097481] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-19T20:36:03.098777] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:03.098838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:03.099961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.134903] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.192982] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.300714] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.345666] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-19T20:36:03.345741] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=50.1135%)
[2025-12-19T20:36:03.346117] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-19T20:36:03.346168] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-19T20:36:03.346166] [INFO ] [main      ] Progress: 207/455 forecasts completed (45.5%). MCK finished in 0.7s. ETA: 42.2s. Rate: 352.42 forecasts/min
[2025-12-19T20:36:03.358245] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.359048] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-19T20:36:03.359104] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-19T20:36:03.359135] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-19T20:36:03.359909] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:03.359968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:03.364020] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.364624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:03.365420] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-19T20:36:03.365493] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=65.0245%)
[2025-12-19T20:36:03.365559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:03.365865] [INFO ] [main      ] Progress: 208/455 forecasts completed (45.7%). CTBB finished in 0.6s. ETA: 41.9s. Rate: 353.93 forecasts/min
[2025-12-19T20:36:03.365987] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-19T20:36:03.366031] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-19T20:36:03.367187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.378396] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.379276] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-19T20:36:03.379331] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-19T20:36:03.379362] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-19T20:36:03.380156] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:03.380217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:03.385005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:03.386893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:03.387560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:36:03.388959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.438829] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.529383] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.605743] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-19T20:36:03.605814] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=59.9078%)
[2025-12-19T20:36:03.605980] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-19T20:36:03.606023] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-19T20:36:03.606931] [INFO ] [main      ] Progress: 209/455 forecasts completed (45.9%). EVTC finished in 0.6s. ETA: 41.8s. Rate: 353.21 forecasts/min
[2025-12-19T20:36:03.609174] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.618807] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.619866] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-19T20:36:03.619916] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-19T20:36:03.619947] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-19T20:36:03.620749] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:03.620808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:03.691781] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-19T20:36:03.691860] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=65.5839%)
[2025-12-19T20:36:03.692202] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-19T20:36:03.692253] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-19T20:36:03.692662] [INFO ] [main      ] Progress: 210/455 forecasts completed (46.2%). ATRC finished in 0.6s. ETA: 41.5s. Rate: 354.05 forecasts/min
[2025-12-19T20:36:03.702329] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.703686] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.704602] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-19T20:36:03.704653] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-19T20:36:03.704682] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-19T20:36:03.705450] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:03.705509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:03.710282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:03.712055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:03.712556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.726168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:03.728216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:03.729000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.734066] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-19
[2025-12-19T20:36:03.879183] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.897850] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:03.936176] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-19T20:36:03.936245] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=48.1351%)
[2025-12-19T20:36:03.936403] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-19T20:36:03.936447] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-19T20:36:03.936886] [INFO ] [main      ] Progress: 211/455 forecasts completed (46.4%). BDTX finished in 0.6s. ETA: 41.4s. Rate: 353.31 forecasts/min
[2025-12-19T20:36:03.947447] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.948472] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-19T20:36:03.948523] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-19T20:36:03.948553] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-19T20:36:03.949360] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:03.949421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:03.951108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:03.951654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:03.952111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:03.952499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:03.953150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:03.955125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:03.959096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:03.960132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:03.967056] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-19T20:36:03.967141] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=50.639%)
[2025-12-19T20:36:03.967512] [INFO ] [main      ] Progress: 212/455 forecasts completed (46.6%). BHFAO finished in 0.6s. ETA: 41.1s. Rate: 354.68 forecasts/min
[2025-12-19T20:36:03.967656] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2025-12-19T20:36:03.967699] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2025-12-19T20:36:03.978922] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:03.980688] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2025-12-19T20:36:03.980822] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2025-12-19T20:36:03.980857] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2025-12-19T20:36:03.981950] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:03.982015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:03.983730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:03.984251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:03.985471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:03.988089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.050150] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.060427] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.225723] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.231061] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.293258] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.303769] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-19T20:36:04.303838] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=61.4139%)
[2025-12-19T20:36:04.304239] [INFO ] [main      ] Progress: 213/455 forecasts completed (46.8%). TSL finished in 0.7s. ETA: 41.1s. Rate: 353.04 forecasts/min
[2025-12-19T20:36:04.304387] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-19T20:36:04.304432] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-19T20:36:04.316055] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:04.317087] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-19T20:36:04.317138] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-19T20:36:04.317169] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-19T20:36:04.317987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:04.318047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:04.319665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:04.320327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:04.321553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:04.323370] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-19T20:36:04.323440] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=52.8901%)
[2025-12-19T20:36:04.323905] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-19T20:36:04.323958] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-19T20:36:04.324460] [INFO ] [main      ] Progress: 214/455 forecasts completed (47.0%). DIOD finished in 0.6s. ETA: 40.8s. Rate: 354.50 forecasts/min
[2025-12-19T20:36:04.324369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.324951] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.335483] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:04.336606] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-19T20:36:04.336658] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-19T20:36:04.336690] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-19T20:36:04.337464] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:04.337525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:04.339213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:04.339763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:04.340199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:04.340606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:04.341780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:04.344404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.460334] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.492053] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.554592] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2025-12-19T20:36:04.554669] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=62.8078%)
[2025-12-19T20:36:04.554843] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-19T20:36:04.555237] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-19T20:36:04.556132] [INFO ] [main      ] Progress: 215/455 forecasts completed (47.3%). BHFAL finished in 0.6s. ETA: 40.7s. Rate: 353.89 forecasts/min
[2025-12-19T20:36:04.566620] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:04.567507] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-19T20:36:04.567564] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-19T20:36:04.567622] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-19T20:36:04.568377] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:04.568436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:04.570078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:04.570804] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-19T20:36:04.570875] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=51.7198%)
[2025-12-19T20:36:04.571089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:04.571272] [INFO ] [main      ] Progress: 216/455 forecasts completed (47.5%). MCRI finished in 0.6s. ETA: 40.3s. Rate: 355.39 forecasts/min
[2025-12-19T20:36:04.571419] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-19T20:36:04.571465] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-19T20:36:04.583442] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:04.584331] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-19T20:36:04.584383] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-19T20:36:04.584416] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-19T20:36:04.585251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:04.585312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:04.587764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:04.589520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:04.620373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.654854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:04.658043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:04.660058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.667044] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.681890] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-19
[2025-12-19T20:36:04.849440] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.848506] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:04.945974] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-19T20:36:04.946042] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=53.4824%)
[2025-12-19T20:36:04.946502] [INFO ] [main      ] Fetching symbol history for URBN...
[2025-12-19T20:36:04.946555] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2025-12-19T20:36:04.946676] [INFO ] [main      ] Progress: 217/455 forecasts completed (47.7%). MRK finished in 0.6s. ETA: 40.4s. Rate: 353.40 forecasts/min
[2025-12-19T20:36:04.957994] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:04.959270] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2025-12-19T20:36:04.959326] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2025-12-19T20:36:04.959357] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2025-12-19T20:36:04.960220] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:04.960281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:04.961990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:04.962506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:04.962968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:04.974155] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.001794] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.094027] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-19T20:36:05.094103] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-5.60% (Conf=52.596%)
[2025-12-19T20:36:05.094269] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-19T20:36:05.094314] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-19T20:36:05.095668] [INFO ] [main      ] Progress: 218/455 forecasts completed (47.9%). MHK finished in 0.8s. ETA: 40.2s. Rate: 353.60 forecasts/min
[2025-12-19T20:36:05.109755] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.110664] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-19T20:36:05.110722] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-19T20:36:05.110755] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-19T20:36:05.111823] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:05.111884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:05.112691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:05.113339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:05.114083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.150337] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:05.183156] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:05.221724] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-19T20:36:05.221821] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-3.08% (Conf=52.6574%)
[2025-12-19T20:36:05.222043] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-19T20:36:05.222104] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-19T20:36:05.223008] [INFO ] [main      ] Progress: 219/455 forecasts completed (48.1%). TROX finished in 0.7s. ETA: 40.0s. Rate: 354.00 forecasts/min
[2025-12-19T20:36:05.234250] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.235423] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-19T20:36:05.235477] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-19T20:36:05.235510] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-19T20:36:05.236335] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:05.236396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:05.241376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.303465] [DEBUG] [MAG       ] URBN: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.303965] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-19T20:36:05.304044] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=55.2883%)
[2025-12-19T20:36:05.304460] [INFO ] [main      ] Progress: 220/455 forecasts completed (48.4%). PLD finished in 0.7s. ETA: 39.7s. Rate: 354.84 forecasts/min
[2025-12-19T20:36:05.304606] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-19T20:36:05.304678] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-19T20:36:05.316356] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.317373] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-19T20:36:05.317441] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-19T20:36:05.317486] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-19T20:36:05.318336] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:05.318401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:05.319375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:05.440204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:05.441452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:05.446148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:05.449044] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.449274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.478721] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:05.590349] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2025-12-19T20:36:05.590421] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=50.7696%)
[2025-12-19T20:36:05.590904] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-19T20:36:05.590957] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-19T20:36:05.591674] [INFO ] [main      ] Progress: 221/455 forecasts completed (48.6%). URBN finished in 0.6s. ETA: 39.7s. Rate: 353.72 forecasts/min
[2025-12-19T20:36:05.602361] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.602419] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.603313] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-19T20:36:05.603366] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-19T20:36:05.603397] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-19T20:36:05.604198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:05.604258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:05.605943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:05.606447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:05.606900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:05.607600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.637767] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:05.724822] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-19T20:36:05.724892] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=16.06% (Conf=62.5283%)
[2025-12-19T20:36:05.725061] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-19T20:36:05.725104] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-19T20:36:05.726681] [INFO ] [main      ] Progress: 222/455 forecasts completed (48.8%). AEVA finished in 0.6s. ETA: 39.5s. Rate: 354.05 forecasts/min
[2025-12-19T20:36:05.737238] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.738213] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-19T20:36:05.738268] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-19T20:36:05.738301] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-19T20:36:05.739202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:05.739278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:05.741066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:05.741623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:05.742021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:05.742461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:05.743662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:05.745829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.778423] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:05.803196] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.839800] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-19T20:36:05.839889] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=48.6559%)
[2025-12-19T20:36:05.840259] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-19T20:36:05.840311] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-19T20:36:05.840666] [INFO ] [main      ] Progress: 223/455 forecasts completed (49.0%). SREA finished in 0.6s. ETA: 39.3s. Rate: 354.57 forecasts/min
[2025-12-19T20:36:05.852759] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:05.853750] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-19T20:36:05.853826] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-19T20:36:05.853867] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-19T20:36:05.854899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:05.854963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:05.859991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:05.862070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:05.862678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:05.863083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:05.943879] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-19
[2025-12-19T20:36:05.982058] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.050271] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-19T20:36:06.050347] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=66.006%)
[2025-12-19T20:36:06.050723] [INFO ] [main      ] Progress: 224/455 forecasts completed (49.2%). EBC finished in 0.7s. ETA: 39.1s. Rate: 354.18 forecasts/min
[2025-12-19T20:36:06.050849] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-19T20:36:06.050891] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-19T20:36:06.061676] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.063321] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-19T20:36:06.063372] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-19T20:36:06.063402] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-19T20:36:06.064188] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:06.064250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:06.065928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:06.066434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:06.066844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:06.067570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:06.068196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:06.069786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:06.071148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:06.072293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.077483] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.111924] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.181224] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-19T20:36:06.181305] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=54.3835%)
[2025-12-19T20:36:06.181770] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-19T20:36:06.181822] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-19T20:36:06.182665] [INFO ] [main      ] Progress: 225/455 forecasts completed (49.5%). HYMC finished in 0.6s. ETA: 38.9s. Rate: 354.53 forecasts/min
[2025-12-19T20:36:06.193720] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.194664] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-19T20:36:06.194721] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-19T20:36:06.194753] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-19T20:36:06.195537] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:06.195614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:06.197954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.212902] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.243352] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.310294] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-19T20:36:06.310363] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-2.19% (Conf=55.1053%)
[2025-12-19T20:36:06.310758] [INFO ] [main      ] Fetching symbol history for TAP...
[2025-12-19T20:36:06.310811] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2025-12-19T20:36:06.311660] [INFO ] [main      ] Progress: 226/455 forecasts completed (49.7%). ARCC finished in 0.6s. ETA: 38.7s. Rate: 354.91 forecasts/min
[2025-12-19T20:36:06.322341] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.323160] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2025-12-19T20:36:06.323211] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2025-12-19T20:36:06.323241] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2025-12-19T20:36:06.324022] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:06.324083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:06.329538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:06.330846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:06.334088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:06.375501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:06.377331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:06.378097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:06.379805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.382651] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.401535] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.488856] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-19T20:36:06.488934] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=56.8534%)
[2025-12-19T20:36:06.489094] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-19T20:36:06.489137] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-19T20:36:06.490662] [INFO ] [main      ] Progress: 227/455 forecasts completed (49.9%). PTGX finished in 0.6s. ETA: 38.6s. Rate: 354.81 forecasts/min
[2025-12-19T20:36:06.500424] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.501562] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-19T20:36:06.501638] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-19T20:36:06.501671] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-19T20:36:06.502496] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:06.502560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:06.503484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:06.505408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:06.508143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:06.510253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:06.510998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.537213] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.567833] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.675526] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-19T20:36:06.675620] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=60.7726%)
[2025-12-19T20:36:06.675963] [INFO ] [main      ] Progress: 228/455 forecasts completed (50.1%). NEM finished in 0.6s. ETA: 38.4s. Rate: 354.67 forecasts/min
[2025-12-19T20:36:06.676084] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-19T20:36:06.676127] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-19T20:36:06.686640] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.687517] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-19T20:36:06.687592] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-19T20:36:06.687626] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-19T20:36:06.688383] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:06.688444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:06.693156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:06.694934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:06.695415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:06.695813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:06.696524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.704564] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.714148] [DEBUG] [MAG       ] TAP: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.815513] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-19T20:36:06.815604] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=2.57% (Conf=52.7731%)
[2025-12-19T20:36:06.815976] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-19T20:36:06.816027] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-19T20:36:06.816658] [INFO ] [main      ] Progress: 229/455 forecasts completed (50.3%). SYNA finished in 0.6s. ETA: 38.2s. Rate: 354.93 forecasts/min
[2025-12-19T20:36:06.828261] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.829257] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-19T20:36:06.829308] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-19T20:36:06.829338] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-19T20:36:06.830182] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-19T20:36:06.830252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:06.835083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:06.836923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:06.837401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:06.837808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:06.838544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:06.839211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:06.840382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:06.840886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:06.841920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:06.843564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:06.844570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:06.845266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:06.846369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:06.848392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:06.866299] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-19
[2025-12-19T20:36:06.879360] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:06.972327] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2025-12-19T20:36:06.972396] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=63.7226%)
[2025-12-19T20:36:06.972555] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-19T20:36:06.972811] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-19T20:36:06.974702] [INFO ] [main      ] Progress: 230/455 forecasts completed (50.5%). TAP finished in 0.7s. ETA: 38.0s. Rate: 355.03 forecasts/min
[2025-12-19T20:36:06.987435] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:06.988817] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-19T20:36:06.988870] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-19T20:36:06.988901] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-19T20:36:06.989722] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:06.989784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:06.994469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:06.996222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:06.996718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:06.997099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:06.998027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:07.029624] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.044726] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.045602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:07.047433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:07.049794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:07.050911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.121237] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-19T20:36:07.121310] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=47.6917%)
[2025-12-19T20:36:07.121701] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-19T20:36:07.121759] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-19T20:36:07.122661] [INFO ] [main      ] Progress: 231/455 forecasts completed (50.8%). PEB finished in 0.6s. ETA: 37.8s. Rate: 355.22 forecasts/min
[2025-12-19T20:36:07.133339] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.134379] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-19T20:36:07.134440] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-19T20:36:07.134472] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-19T20:36:07.135383] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:07.135448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:07.136238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:07.176421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.188917] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.193656] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.283493] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-19T20:36:07.283562] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=20.44% (Conf=38.1053%)
[2025-12-19T20:36:07.283933] [INFO ] [main      ] Progress: 232/455 forecasts completed (51.0%). AEHL finished in 0.6s. ETA: 37.7s. Rate: 355.29 forecasts/min
[2025-12-19T20:36:07.284056] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-19T20:36:07.284097] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-19T20:36:07.295828] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.298207] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-19T20:36:07.298267] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-19T20:36:07.298298] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-19T20:36:07.299151] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:07.299216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:07.304119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:07.306669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:07.310970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.356204] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.380259] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.441873] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-19T20:36:07.441943] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=60.3632%)
[2025-12-19T20:36:07.442313] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-19T20:36:07.442363] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-19T20:36:07.443676] [INFO ] [main      ] Progress: 233/455 forecasts completed (51.2%). LEVI finished in 0.6s. ETA: 37.5s. Rate: 355.37 forecasts/min
[2025-12-19T20:36:07.456722] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.457629] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-19T20:36:07.457684] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-19T20:36:07.457725] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-19T20:36:07.458485] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:07.458543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:07.459293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.521257] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.544797] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.628395] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-19T20:36:07.628464] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=4.07% (Conf=40.7657%)
[2025-12-19T20:36:07.628877] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-19T20:36:07.628929] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-19T20:36:07.630659] [INFO ] [main      ] Progress: 234/455 forecasts completed (51.4%). CRMD finished in 0.7s. ETA: 37.3s. Rate: 355.21 forecasts/min
[2025-12-19T20:36:07.640739] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.645465] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-19T20:36:07.645517] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-19T20:36:07.645550] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-19T20:36:07.646367] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:07.646427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:07.648116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:07.648641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:07.650988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:07.652515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.662591] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.690439] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.774485] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-19T20:36:07.774565] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=55.1157%)
[2025-12-19T20:36:07.774940] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-19T20:36:07.774993] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-19T20:36:07.775656] [INFO ] [main      ] Progress: 235/455 forecasts completed (51.6%). MBIN finished in 0.7s. ETA: 37.1s. Rate: 355.42 forecasts/min
[2025-12-19T20:36:07.786114] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.788626] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-19T20:36:07.788706] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-19T20:36:07.788740] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-19T20:36:07.789542] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:07.789626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:07.791879] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-19
[2025-12-19T20:36:07.794259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:07.795936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:07.827326] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.833157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:07.834435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:07.837138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:07.839177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:07.840522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.888491] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-19T20:36:07.888560] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=49.2825%)
[2025-12-19T20:36:07.888972] [INFO ] [main      ] Progress: 236/455 forecasts completed (51.9%). NXGL finished in 0.6s. ETA: 36.9s. Rate: 355.92 forecasts/min
[2025-12-19T20:36:07.889102] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-19T20:36:07.889144] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-19T20:36:07.900801] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:07.901740] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-19T20:36:07.901798] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-19T20:36:07.901831] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-19T20:36:07.902730] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:07.902790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:07.904155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:07.957811] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:07.986374] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.010514] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-19T20:36:08.010600] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=53.5245%)
[2025-12-19T20:36:08.010962] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-19T20:36:08.011012] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-19T20:36:08.011661] [INFO ] [main      ] Progress: 237/455 forecasts completed (52.1%). EGY finished in 0.6s. ETA: 36.7s. Rate: 356.33 forecasts/min
[2025-12-19T20:36:08.023022] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.023889] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-19T20:36:08.023941] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-19T20:36:08.023972] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-19T20:36:08.024757] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:08.024818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:08.026456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:08.026986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:08.027370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:08.064731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:08.065379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.150374] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:08.178241] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.236388] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.291868] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-19T20:36:08.291947] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-2.98% (Conf=50.7586%)
[2025-12-19T20:36:08.292294] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-19T20:36:08.292344] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-19T20:36:08.293660] [INFO ] [main      ] Progress: 238/455 forecasts completed (52.3%). SITM finished in 0.7s. ETA: 36.6s. Rate: 355.32 forecasts/min
[2025-12-19T20:36:08.304162] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.305387] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-19T20:36:08.305443] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-19T20:36:08.305475] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-19T20:36:08.306268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:08.306329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:08.308014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:08.308510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:08.308933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:08.310900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:08.311617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.347338] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:08.400728] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.402622] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:08.416918] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-19T20:36:08.416985] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=55.7169%)
[2025-12-19T20:36:08.417143] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-19T20:36:08.417186] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-19T20:36:08.418676] [INFO ] [main      ] Progress: 239/455 forecasts completed (52.5%). ARCO finished in 0.6s. ETA: 36.4s. Rate: 355.71 forecasts/min
[2025-12-19T20:36:08.427778] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.428674] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-19T20:36:08.428732] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-19T20:36:08.428764] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-19T20:36:08.429538] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:08.429617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:08.436320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:08.464394] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-19T20:36:08.464462] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=3.31% (Conf=47.9484%)
[2025-12-19T20:36:08.464835] [INFO ] [main      ] Progress: 240/455 forecasts completed (52.7%). AMPG finished in 0.6s. ETA: 36.2s. Rate: 356.79 forecasts/min
[2025-12-19T20:36:08.464965] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-19T20:36:08.465007] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-19T20:36:08.476863] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.477687] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-19T20:36:08.477747] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-19T20:36:08.477781] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-19T20:36:08.478568] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:08.478682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:08.480446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:08.480995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:08.481399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:08.483894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:08.484949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.545277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:08.546173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.569160] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:08.623994] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-19T20:36:08.624062] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=25.7641%)
[2025-12-19T20:36:08.624220] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-19T20:36:08.624264] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-19T20:36:08.624891] [INFO ] [main      ] Progress: 241/455 forecasts completed (53.0%). IGSB finished in 0.6s. ETA: 36.0s. Rate: 356.86 forecasts/min
[2025-12-19T20:36:08.636463] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.637390] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-19T20:36:08.637440] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-19T20:36:08.637837] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-19T20:36:08.638625] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:08.638705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:08.640367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:08.640892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:08.641334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:08.641741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:08.642627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:08.644464] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.644984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.810219] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:08.816341] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.867920] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-19T20:36:08.867990] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=4.79% (Conf=41.4122%)
[2025-12-19T20:36:08.868333] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-19T20:36:08.868382] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-19T20:36:08.868666] [INFO ] [main      ] Progress: 242/455 forecasts completed (53.2%). ABOS finished in 0.6s. ETA: 35.9s. Rate: 356.19 forecasts/min
[2025-12-19T20:36:08.879798] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:08.880895] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-19T20:36:08.880949] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-19T20:36:08.880982] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-19T20:36:08.881780] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:08.881840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:08.883489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:08.884020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:08.884911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:08.886501] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.976309] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-19
[2025-12-19T20:36:08.980652] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.045672] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-19T20:36:09.045740] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=53.7471%)
[2025-12-19T20:36:09.046097] [INFO ] [main      ] Progress: 243/455 forecasts completed (53.4%). ABL finished in 0.6s. ETA: 35.7s. Rate: 356.12 forecasts/min
[2025-12-19T20:36:09.046220] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-19T20:36:09.046262] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-19T20:36:09.056975] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.057101] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.057980] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-19T20:36:09.058032] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-19T20:36:09.058063] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-19T20:36:09.058877] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:09.058938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:09.060610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:09.061113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:09.061498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:09.062737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:09.132068] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-19T20:36:09.132141] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-6.13% (Conf=57.5233%)
[2025-12-19T20:36:09.132528] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-19T20:36:09.132599] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-19T20:36:09.133654] [INFO ] [main      ] Progress: 244/455 forecasts completed (53.6%). MCBS finished in 0.7s. ETA: 35.5s. Rate: 356.82 forecasts/min
[2025-12-19T20:36:09.135403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.143210] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.143914] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.145675] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-19T20:36:09.145734] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-19T20:36:09.145767] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-19T20:36:09.146539] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:09.146621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:09.147366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:09.148442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:09.150224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:09.152044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.204634] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-19T20:36:09.204703] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=59.9368%)
[2025-12-19T20:36:09.205084] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-19T20:36:09.205134] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-19T20:36:09.205649] [INFO ] [main      ] Progress: 245/455 forecasts completed (53.8%). COTY finished in 0.6s. ETA: 35.2s. Rate: 357.65 forecasts/min
[2025-12-19T20:36:09.217461] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.217977] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-19
[2025-12-19T20:36:09.218327] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-19T20:36:09.218388] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-19T20:36:09.218420] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-19T20:36:09.219229] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:09.219289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:09.220154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:09.220970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:09.222090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.382910] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.441669] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-19T20:36:09.441739] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=46.355%)
[2025-12-19T20:36:09.441904] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-19T20:36:09.441947] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-19T20:36:09.443665] [INFO ] [main      ] Progress: 246/455 forecasts completed (54.1%). HTD finished in 0.6s. ETA: 35.1s. Rate: 357.05 forecasts/min
[2025-12-19T20:36:09.453676] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.454649] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-19T20:36:09.454707] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-19T20:36:09.454738] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-19T20:36:09.455519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:09.455598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:09.466092] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-19
[2025-12-19T20:36:09.485596] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-19
[2025-12-19T20:36:09.528830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:09.531014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:09.532405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.554793] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-19
[2025-12-19T20:36:09.629672] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.654696] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.684171] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-19T20:36:09.684240] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=61.4774%)
[2025-12-19T20:36:09.684402] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-19T20:36:09.684445] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-19T20:36:09.685122] [INFO ] [main      ] Progress: 247/455 forecasts completed (54.3%). CGEN finished in 0.6s. ETA: 35.0s. Rate: 356.42 forecasts/min
[2025-12-19T20:36:09.695270] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.696369] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-19T20:36:09.696419] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-19T20:36:09.696451] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-19T20:36:09.697240] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:09.697301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:09.698986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:09.699484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:09.699901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:09.720438] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:09.748080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:09.750296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.780130] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-19T20:36:09.780202] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=59.4912%)
[2025-12-19T20:36:09.780589] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-19T20:36:09.780645] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-19T20:36:09.780652] [INFO ] [main      ] Progress: 248/455 forecasts completed (54.5%). DKS finished in 0.6s. ETA: 34.8s. Rate: 357.04 forecasts/min
[2025-12-19T20:36:09.789010] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-19T20:36:09.789078] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=18.71% (Conf=50.5151%)
[2025-12-19T20:36:09.789237] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-19T20:36:09.789280] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-19T20:36:09.790616] [INFO ] [main      ] Progress: 249/455 forecasts completed (54.7%). RILY finished in 0.6s. ETA: 34.5s. Rate: 358.39 forecasts/min
[2025-12-19T20:36:09.792184] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.793299] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-19T20:36:09.793354] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-19T20:36:09.793387] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-19T20:36:09.794192] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:09.794257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:09.799224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:09.800248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:09.801467] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:09.802053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:09.802519] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-19T20:36:09.802593] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-19T20:36:09.802627] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-19T20:36:09.803396] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:09.803458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:09.805130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:09.805664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:09.855372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:09.864289] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-19
[2025-12-19T20:36:09.872544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:09.873966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:09.875594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:09.879092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:09.885125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:09.886263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.032017] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.080457] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.104251] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-19T20:36:10.104320] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=56.6818%)
[2025-12-19T20:36:10.104681] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-19T20:36:10.104731] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-19T20:36:10.105667] [INFO ] [main      ] Progress: 250/455 forecasts completed (54.9%). NEOG finished in 0.7s. ETA: 34.4s. Rate: 357.13 forecasts/min
[2025-12-19T20:36:10.116290] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.117429] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-19T20:36:10.117487] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-19T20:36:10.117518] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-19T20:36:10.118329] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:10.118389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:10.155531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:10.156924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:10.158736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:10.161443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.214956] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.226498] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.245395] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.332731] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-19T20:36:10.332806] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=58.0423%)
[2025-12-19T20:36:10.333201] [INFO ] [main      ] Progress: 251/455 forecasts completed (55.2%). RUSHA finished in 0.6s. ETA: 34.3s. Rate: 356.63 forecasts/min
[2025-12-19T20:36:10.333332] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-19T20:36:10.333381] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-19T20:36:10.344546] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.345424] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-19T20:36:10.345475] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-19T20:36:10.345506] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-19T20:36:10.346284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:10.346345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:10.351052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:10.352798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:10.353276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:10.353684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.381665] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.392701] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.462792] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-19T20:36:10.462863] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-5.03% (Conf=55.3167%)
[2025-12-19T20:36:10.463226] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-19T20:36:10.463278] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-19T20:36:10.463654] [INFO ] [main      ] Progress: 252/455 forecasts completed (55.4%). AUDC finished in 0.7s. ETA: 34.1s. Rate: 356.95 forecasts/min
[2025-12-19T20:36:10.474542] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.475804] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-19T20:36:10.475863] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-19T20:36:10.475897] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-19T20:36:10.476717] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:10.476780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:10.478457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:10.479090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:10.479496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:10.480464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:10.486635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.492312] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.510259] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-19T20:36:10.510329] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=61.376%)
[2025-12-19T20:36:10.510494] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-19T20:36:10.510537] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-19T20:36:10.512660] [INFO ] [main      ] Progress: 253/455 forecasts completed (55.6%). KEYS finished in 0.7s. ETA: 33.9s. Rate: 357.95 forecasts/min
[2025-12-19T20:36:10.521836] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.522659] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-19T20:36:10.522711] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-19T20:36:10.522742] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-19T20:36:10.523504] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:10.523564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:10.528274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:10.529269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.656434] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.687890] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.775734] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-19T20:36:10.775803] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=62.3143%)
[2025-12-19T20:36:10.776143] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-19T20:36:10.776193] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-19T20:36:10.776654] [INFO ] [main      ] Progress: 254/455 forecasts completed (55.8%). MRVL finished in 0.7s. ETA: 33.8s. Rate: 357.14 forecasts/min
[2025-12-19T20:36:10.789445] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.790628] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-19T20:36:10.790680] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-19T20:36:10.790711] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-19T20:36:10.791511] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:10.791587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:10.796272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:10.832194] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.853341] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:10.873511] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-19
[2025-12-19T20:36:10.900867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:10.902471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:10.909440] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-19T20:36:10.909510] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=61.1927%)
[2025-12-19T20:36:10.909686] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-19T20:36:10.909731] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-19T20:36:10.910972] [INFO ] [main      ] Progress: 255/455 forecasts completed (56.0%). ARI finished in 0.6s. ETA: 33.6s. Rate: 357.42 forecasts/min
[2025-12-19T20:36:10.920271] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:10.921082] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-19T20:36:10.921132] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-19T20:36:10.921502] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-19T20:36:10.922298] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:10.922362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:10.927052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:10.928840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:10.929326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:10.929730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:10.930570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:10.931538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:11.003431] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.005001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:11.006328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:11.008683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.042616] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.121442] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-19T20:36:11.121516] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=48.8129%)
[2025-12-19T20:36:11.121929] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-19T20:36:11.121986] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-19T20:36:11.122652] [INFO ] [main      ] Progress: 256/455 forecasts completed (56.3%). STE finished in 0.7s. ETA: 33.4s. Rate: 357.06 forecasts/min
[2025-12-19T20:36:11.134508] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.135568] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-19T20:36:11.135660] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-19T20:36:11.135705] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-19T20:36:11.136531] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:11.136616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:11.138316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:11.138900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:11.139408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:11.143426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:11.144190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:11.145340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:11.147400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.147662] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-19T20:36:11.147728] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=46.1008%)
[2025-12-19T20:36:11.148126] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-19T20:36:11.148176] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-19T20:36:11.148619] [INFO ] [main      ] Progress: 257/455 forecasts completed (56.5%). ALG finished in 0.6s. ETA: 33.2s. Rate: 358.24 forecasts/min
[2025-12-19T20:36:11.160695] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.161655] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-19T20:36:11.161707] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-19T20:36:11.161737] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-19T20:36:11.162497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:11.162557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:11.167283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:11.169744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:11.170521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:11.173133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.235770] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-19
[2025-12-19T20:36:11.340877] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-19
[2025-12-19T20:36:11.400970] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.484448] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-19T20:36:11.484518] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-7.58% (Conf=53.2489%)
[2025-12-19T20:36:11.484934] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-19T20:36:11.484986] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-19T20:36:11.485661] [INFO ] [main      ] Progress: 258/455 forecasts completed (56.7%). DRIO finished in 0.7s. ETA: 33.1s. Rate: 356.84 forecasts/min
[2025-12-19T20:36:11.497191] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.498276] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-19T20:36:11.498329] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-19T20:36:11.498361] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-19T20:36:11.499198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:11.499259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:11.504284] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-19
[2025-12-19T20:36:11.509120] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.518017] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-19
[2025-12-19T20:36:11.549800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:11.553088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:11.554554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:11.555679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.575955] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-19T20:36:11.576021] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=4.33% (Conf=55.0169%)
[2025-12-19T20:36:11.576176] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-19T20:36:11.576246] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-19T20:36:11.576917] [INFO ] [main      ] Progress: 259/455 forecasts completed (56.9%). VLRS finished in 0.7s. ETA: 32.9s. Rate: 357.47 forecasts/min
[2025-12-19T20:36:11.587831] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.588645] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-19T20:36:11.588724] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-19T20:36:11.588757] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-19T20:36:11.589564] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:11.589644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:11.594877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:11.597094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:11.597789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:11.598195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:11.599147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.680871] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.689077] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:11.767451] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-19T20:36:11.767524] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=60.8799%)
[2025-12-19T20:36:11.767896] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-19T20:36:11.767949] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-19T20:36:11.768674] [INFO ] [main      ] Progress: 260/455 forecasts completed (57.1%). PRAA finished in 0.6s. ETA: 32.7s. Rate: 357.27 forecasts/min
[2025-12-19T20:36:11.780118] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.781383] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-19T20:36:11.781440] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-19T20:36:11.781473] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-19T20:36:11.782337] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:11.782401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:11.788010] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-19T20:36:11.788078] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=58.5019%)
[2025-12-19T20:36:11.788237] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-19T20:36:11.788280] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-19T20:36:11.788942] [INFO ] [main      ] Progress: 261/455 forecasts completed (57.4%). PEG finished in 0.6s. ETA: 32.5s. Rate: 358.48 forecasts/min
[2025-12-19T20:36:11.800282] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:11.801682] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-19T20:36:11.801735] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-19T20:36:11.801766] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-19T20:36:11.802551] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:11.802630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:11.804675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:11.805184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:11.805834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:11.899968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:11.901139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:11.901809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:11.906196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.914403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:11.929325] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-19
[2025-12-19T20:36:11.958855] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.098342] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.125620] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.182105] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-19T20:36:12.182176] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=54.9399%)
[2025-12-19T20:36:12.182546] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-19T20:36:12.182621] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-19T20:36:12.182678] [INFO ] [main      ] Progress: 262/455 forecasts completed (57.6%). VCSH finished in 0.6s. ETA: 32.5s. Rate: 356.64 forecasts/min
[2025-12-19T20:36:12.184679] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-19T20:36:12.184741] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=64.553%)
[2025-12-19T20:36:12.185070] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-19T20:36:12.185124] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-19T20:36:12.186691] [INFO ] [main      ] Progress: 263/455 forecasts completed (57.8%). MGA finished in 0.7s. ETA: 32.2s. Rate: 357.97 forecasts/min
[2025-12-19T20:36:12.193901] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.195066] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-19T20:36:12.195120] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-19T20:36:12.195153] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-19T20:36:12.196038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:12.196102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:12.196526] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.197192] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-19T20:36:12.197245] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-19T20:36:12.197278] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-19T20:36:12.197884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:12.198038] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:12.198104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:12.198414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:12.198847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:12.198921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:12.199563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.250083] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.260414] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.308468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:12.310467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:12.311758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:12.312986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:12.314729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:12.315212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:12.316323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:12.318365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:12.320077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.421664] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.433714] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.493898] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-19T20:36:12.493978] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=44.1431%)
[2025-12-19T20:36:12.494136] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-19T20:36:12.494179] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-19T20:36:12.495807] [INFO ] [main      ] Progress: 264/455 forecasts completed (58.0%). PUBM finished in 0.7s. ETA: 32.1s. Rate: 356.83 forecasts/min
[2025-12-19T20:36:12.500738] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-19T20:36:12.500800] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-4.61% (Conf=51.7373%)
[2025-12-19T20:36:12.500963] [INFO ] [main      ] Fetching symbol history for LCNB...
[2025-12-19T20:36:12.501007] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2025-12-19T20:36:12.501772] [INFO ] [main      ] Progress: 265/455 forecasts completed (58.2%). FNKO finished in 0.7s. ETA: 31.8s. Rate: 358.13 forecasts/min
[2025-12-19T20:36:12.506250] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.507204] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-19T20:36:12.507255] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-19T20:36:12.507291] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-19T20:36:12.508072] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:12.508133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:12.512856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:12.512825] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.514530] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2025-12-19T20:36:12.514613] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2025-12-19T20:36:12.514615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:12.514658] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2025-12-19T20:36:12.515085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:12.515467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:12.515516] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:12.515599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:12.516312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.520530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:12.522345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:12.522865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:12.523325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:12.523742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:12.526236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:12.532773] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.642201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:12.643001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.656472] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.701383] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.764960] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-19T20:36:12.765030] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=58.2656%)
[2025-12-19T20:36:12.765190] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-19T20:36:12.765235] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-19T20:36:12.766783] [INFO ] [main      ] Progress: 266/455 forecasts completed (58.5%). NFBK finished in 0.6s. ETA: 31.7s. Rate: 357.35 forecasts/min
[2025-12-19T20:36:12.775921] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.776896] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-19T20:36:12.776951] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-19T20:36:12.776985] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-19T20:36:12.777828] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:12.777893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:12.785919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:12.786927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:12.789692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:12.791727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:12.792855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.824543] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:12.855469] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-19
[2025-12-19T20:36:12.901857] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-19T20:36:12.901923] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-2.40% (Conf=56.0922%)
[2025-12-19T20:36:12.902288] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-19T20:36:12.902338] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-19T20:36:12.902675] [INFO ] [main      ] Progress: 267/455 forecasts completed (58.7%). HOMB finished in 0.7s. ETA: 31.5s. Rate: 357.60 forecasts/min
[2025-12-19T20:36:12.913848] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:12.914877] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-19T20:36:12.914929] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-19T20:36:12.914959] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-19T20:36:12.915737] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:12.915797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:12.920548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:12.921368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:12.921926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:12.997736] [DEBUG] [MAG       ] LCNB: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.024860] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.114102] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-19T20:36:13.114174] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=6.04% (Conf=43.6884%)
[2025-12-19T20:36:13.114632] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-19T20:36:13.114684] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-19T20:36:13.114660] [INFO ] [main      ] Progress: 268/455 forecasts completed (58.9%). NAAS finished in 0.6s. ETA: 31.4s. Rate: 357.25 forecasts/min
[2025-12-19T20:36:13.126512] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.126565] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.127555] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-19T20:36:13.127633] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-19T20:36:13.127666] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-19T20:36:13.128422] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:13.128484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:13.130202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:13.130724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:13.134848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:13.174618] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.246142] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2025-12-19T20:36:13.246213] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=60.5229%)
[2025-12-19T20:36:13.246616] [INFO ] [main      ] Progress: 269/455 forecasts completed (59.1%). LCNB finished in 0.7s. ETA: 31.2s. Rate: 357.54 forecasts/min
[2025-12-19T20:36:13.246802] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-19T20:36:13.246853] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-19T20:36:13.255078] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.258481] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.261498] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-19T20:36:13.261557] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-19T20:36:13.261610] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-19T20:36:13.262389] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:13.262449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:13.267091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:13.267778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:13.294191] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.366399] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-19T20:36:13.366465] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=52.4144%)
[2025-12-19T20:36:13.366829] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-19T20:36:13.366880] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-19T20:36:13.367660] [INFO ] [main      ] Progress: 270/455 forecasts completed (59.3%). MCI finished in 0.6s. ETA: 31.0s. Rate: 357.91 forecasts/min
[2025-12-19T20:36:13.377377] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.378123] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-19T20:36:13.378173] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-19T20:36:13.378205] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-19T20:36:13.379012] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:13.379074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:13.383940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:13.384920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:13.386103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:13.387933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:13.424517] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.487969] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-19T20:36:13.488045] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=62.9295%)
[2025-12-19T20:36:13.488404] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-19T20:36:13.488454] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-19T20:36:13.489646] [INFO ] [main      ] Progress: 271/455 forecasts completed (59.6%). SUNS finished in 0.6s. ETA: 30.8s. Rate: 358.27 forecasts/min
[2025-12-19T20:36:13.500118] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.501028] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-19T20:36:13.501079] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-19T20:36:13.501110] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-19T20:36:13.501923] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:13.501989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:13.503730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:13.504240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:13.505273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:13.509869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:13.510887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:13.511548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:13.512267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:13.513370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:13.515358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:13.529374] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.606046] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.694712] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.724365] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.760598] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-19T20:36:13.760671] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=65.7706%)
[2025-12-19T20:36:13.760830] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-19T20:36:13.760872] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-19T20:36:13.763651] [INFO ] [main      ] Progress: 272/455 forecasts completed (59.8%). GTX finished in 0.6s. ETA: 30.7s. Rate: 357.43 forecasts/min
[2025-12-19T20:36:13.771663] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.772189] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.773083] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-19T20:36:13.773133] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-19T20:36:13.773164] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-19T20:36:13.773959] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:13.774029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:13.778753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:13.779615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:13.780412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:13.847809] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-19T20:36:13.847888] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-4.16% (Conf=65.8947%)
[2025-12-19T20:36:13.848250] [INFO ] [main      ] Progress: 273/455 forecasts completed (60.0%). WBX finished in 0.6s. ETA: 30.5s. Rate: 358.08 forecasts/min
[2025-12-19T20:36:13.848377] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-19T20:36:13.848419] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-19T20:36:13.854511] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-19
[2025-12-19T20:36:13.859326] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:13.860206] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-19T20:36:13.862699] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-19T20:36:13.862738] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-19T20:36:13.863510] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:13.863595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:13.868237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:13.870007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:13.870481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:13.870877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:13.871719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:13.890027] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:13.908836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.022991] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:14.081710] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-19T20:36:14.081782] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=17.49% (Conf=29.7596%)
[2025-12-19T20:36:14.082204] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-19T20:36:14.082256] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-19T20:36:14.082663] [INFO ] [main      ] Progress: 274/455 forecasts completed (60.2%). CNSP finished in 0.7s. ETA: 30.4s. Rate: 357.56 forecasts/min
[2025-12-19T20:36:14.084148] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-19T20:36:14.084206] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=44.8688%)
[2025-12-19T20:36:14.084494] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-19T20:36:14.084544] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-19T20:36:14.084639] [INFO ] [main      ] Progress: 275/455 forecasts completed (60.4%). SHY finished in 0.6s. ETA: 30.1s. Rate: 358.85 forecasts/min
[2025-12-19T20:36:14.093436] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.094424] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-19T20:36:14.094475] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-19T20:36:14.094506] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-19T20:36:14.095072] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.095302] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:14.095527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:14.095641] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-19T20:36:14.095690] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-19T20:36:14.095720] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-19T20:36:14.096452] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:14.096513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:14.100352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:14.101272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:14.102112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:14.102193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:14.102705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:14.103090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:14.103269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:14.105490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:14.107166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:14.108202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.108228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.111235] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.242030] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.280662] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:14.368021] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-19T20:36:14.368093] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-2.88% (Conf=36.3287%)
[2025-12-19T20:36:14.368253] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-19T20:36:14.368296] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-19T20:36:14.370719] [INFO ] [main      ] Progress: 276/455 forecasts completed (60.7%). WBTN finished in 0.6s. ETA: 30.0s. Rate: 357.93 forecasts/min
[2025-12-19T20:36:14.380803] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.381765] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-19T20:36:14.381817] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-19T20:36:14.381847] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-19T20:36:14.382626] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:14.382687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:14.385040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:14.410047] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:14.442844] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.447550] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.458376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:14.459853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:14.460518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:14.463159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.514594] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-19T20:36:14.514664] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-4.72% (Conf=43.5309%)
[2025-12-19T20:36:14.515018] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-19T20:36:14.515074] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-19T20:36:14.515656] [INFO ] [main      ] Progress: 277/455 forecasts completed (60.9%). KMX finished in 0.7s. ETA: 29.8s. Rate: 358.10 forecasts/min
[2025-12-19T20:36:14.525502] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.526490] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-19T20:36:14.526541] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-19T20:36:14.526595] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-19T20:36:14.527339] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:14.527400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:14.532178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:14.533991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:14.534467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:14.572125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:14.573194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.610825] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:14.616004] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:14.672133] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-19T20:36:14.672210] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=56.5313%)
[2025-12-19T20:36:14.672557] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-19T20:36:14.672623] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-19T20:36:14.673641] [INFO ] [main      ] Progress: 278/455 forecasts completed (61.1%). SIEB finished in 0.6s. ETA: 29.7s. Rate: 358.18 forecasts/min
[2025-12-19T20:36:14.683606] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.684614] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-19T20:36:14.684665] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-19T20:36:14.684696] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-19T20:36:14.685442] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:14.685502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:14.690229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:14.708810] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-19T20:36:14.708882] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=56.6925%)
[2025-12-19T20:36:14.709229] [INFO ] [main      ] Progress: 279/455 forecasts completed (61.3%). BOH finished in 0.6s. ETA: 29.4s. Rate: 359.19 forecasts/min
[2025-12-19T20:36:14.709361] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-19T20:36:14.709402] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-19T20:36:14.720731] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:14.721779] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-19T20:36:14.721840] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-19T20:36:14.721883] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-19T20:36:14.722709] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:14.722775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:14.724510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:14.725061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:14.727730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:14.728754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:14.729017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:14.730254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:14.730917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:14.732768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:14.733058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:14.733515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:14.734458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:14.735182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.736249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:14.742216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:14.794427] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.903078] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-19
[2025-12-19T20:36:14.959343] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.030702] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-19T20:36:15.031121] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=21.37% (Conf=59.5977%)
[2025-12-19T20:36:15.031477] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-19T20:36:15.031528] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-19T20:36:15.032681] [INFO ] [main      ] Progress: 280/455 forecasts completed (61.5%). VEEE finished in 0.7s. ETA: 29.3s. Rate: 357.99 forecasts/min
[2025-12-19T20:36:15.044790] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.045804] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-19T20:36:15.045861] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-19T20:36:15.045893] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-19T20:36:15.046737] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:15.046798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:15.048476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:15.049062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:15.049451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:15.050330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:15.051863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.069624] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.070839] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.103172] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.142303] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-19T20:36:15.142374] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=54.489%)
[2025-12-19T20:36:15.142768] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-19T20:36:15.142821] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-19T20:36:15.144669] [INFO ] [main      ] Progress: 281/455 forecasts completed (61.8%). STK finished in 0.6s. ETA: 29.1s. Rate: 358.42 forecasts/min
[2025-12-19T20:36:15.153815] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.154960] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-19T20:36:15.155022] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-19T20:36:15.155053] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-19T20:36:15.155831] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:15.155890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:15.157543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:15.158066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:15.158449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.235332] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.273853] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.326491] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-19T20:36:15.326588] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=55.1025%)
[2025-12-19T20:36:15.326759] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-19T20:36:15.326804] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-19T20:36:15.327935] [INFO ] [main      ] Progress: 282/455 forecasts completed (62.0%). INTC finished in 0.7s. ETA: 29.0s. Rate: 358.30 forecasts/min
[2025-12-19T20:36:15.340221] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.341298] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-19T20:36:15.341374] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-19T20:36:15.341421] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-19T20:36:15.341604] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-19T20:36:15.341681] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=2.57% (Conf=62.6217%)
[2025-12-19T20:36:15.342107] [INFO ] [main      ] Progress: 283/455 forecasts completed (62.2%). UMC finished in 0.6s. ETA: 28.7s. Rate: 359.46 forecasts/min
[2025-12-19T20:36:15.342253] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-19T20:36:15.342300] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-19T20:36:15.342357] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:15.342424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:15.344318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:15.345540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:15.346000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:15.356049] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.356947] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-19T20:36:15.357000] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-19T20:36:15.357034] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-19T20:36:15.357896] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:15.357966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:15.363185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:15.364317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:15.366390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:15.368768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:15.370593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:15.371076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:15.372127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:15.373803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:15.374912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:15.375656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.380183] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.451422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:15.452611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:15.455281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.491157] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.546186] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.655354] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.725388] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-19T20:36:15.725455] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-7.80% (Conf=37.878%)
[2025-12-19T20:36:15.725632] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-19T20:36:15.725676] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-19T20:36:15.725895] [INFO ] [main      ] Progress: 284/455 forecasts completed (62.4%). HOLO finished in 0.7s. ETA: 28.7s. Rate: 357.82 forecasts/min
[2025-12-19T20:36:15.737346] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.738502] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-19T20:36:15.738555] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-19T20:36:15.738606] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-19T20:36:15.739402] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:15.739462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:15.740331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:15.742768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:15.743716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:15.744688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.752779] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.766489] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-19T20:36:15.766556] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=67.6611%)
[2025-12-19T20:36:15.766934] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-19T20:36:15.766984] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-19T20:36:15.767641] [INFO ] [main      ] Progress: 285/455 forecasts completed (62.6%). ACM finished in 0.6s. ETA: 28.4s. Rate: 358.77 forecasts/min
[2025-12-19T20:36:15.778240] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.779056] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-19T20:36:15.779105] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-19T20:36:15.779135] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-19T20:36:15.779900] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:15.779964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:15.784650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:15.786356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:15.786553] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-19
[2025-12-19T20:36:15.786833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:15.787222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:15.788807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:15.826893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:15.828154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:15.828820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:15.831563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:15.833110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:15.920547] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.950939] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:15.986528] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-19T20:36:15.986621] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=58.5059%)
[2025-12-19T20:36:15.986802] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-19T20:36:15.986855] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-19T20:36:15.988079] [INFO ] [main      ] Progress: 286/455 forecasts completed (62.9%). MUC finished in 0.6s. ETA: 28.3s. Rate: 358.37 forecasts/min
[2025-12-19T20:36:15.998315] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:15.999298] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-19T20:36:15.999348] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-19T20:36:15.999379] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-19T20:36:16.000181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:16.000246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:16.005593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:16.007798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:16.008278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:16.008912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.043474] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-19T20:36:16.043542] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=54.0703%)
[2025-12-19T20:36:16.043905] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-19T20:36:16.043955] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-19T20:36:16.044667] [INFO ] [main      ] Progress: 287/455 forecasts completed (63.1%). PPH finished in 0.7s. ETA: 28.1s. Rate: 359.20 forecasts/min
[2025-12-19T20:36:16.053774] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.054515] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-19T20:36:16.054566] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-19T20:36:16.054619] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-19T20:36:16.055367] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:16.055427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:16.057008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:16.059762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:16.073775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.078402] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.167634] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.242399] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.309040] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-19T20:36:16.309110] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=58.8929%)
[2025-12-19T20:36:16.309489] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-19T20:36:16.309540] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-19T20:36:16.310669] [INFO ] [main      ] Progress: 288/455 forecasts completed (63.3%). JVA finished in 0.6s. ETA: 28.0s. Rate: 358.46 forecasts/min
[2025-12-19T20:36:16.320707] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.321674] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-19T20:36:16.321733] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-19T20:36:16.321765] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-19T20:36:16.322537] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:16.322617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:16.323457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:16.324187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:16.324872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:16.326409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.332518] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.367698] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.400285] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-19T20:36:16.400354] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=49.3732%)
[2025-12-19T20:36:16.400752] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-19T20:36:16.400803] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-19T20:36:16.402664] [INFO ] [main      ] Progress: 289/455 forecasts completed (63.5%). REFI finished in 0.6s. ETA: 27.7s. Rate: 359.02 forecasts/min
[2025-12-19T20:36:16.406029] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.411706] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.412800] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-19T20:36:16.412852] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-19T20:36:16.412884] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-19T20:36:16.413650] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:16.413707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:16.414601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.539967] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.570683] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.650378] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-19T20:36:16.650449] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-10.09% (Conf=56.5187%)
[2025-12-19T20:36:16.650626] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-19T20:36:16.650670] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-19T20:36:16.650922] [INFO ] [main      ] Progress: 290/455 forecasts completed (63.7%). LCFY finished in 0.6s. ETA: 27.6s. Rate: 358.42 forecasts/min
[2025-12-19T20:36:16.654834] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.661486] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.664629] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-19T20:36:16.664686] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-19T20:36:16.664736] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-19T20:36:16.665485] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:16.665547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:16.667262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:16.667804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:16.668187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:16.668961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:16.669665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:16.672272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:16.676570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:36:16.677988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.739736] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-19T20:36:16.739808] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-231.17% (Conf=34.7569%)
[2025-12-19T20:36:16.739974] [INFO ] [main      ] Fetching symbol history for NVTS...
[2025-12-19T20:36:16.740019] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2025-12-19T20:36:16.740864] [INFO ] [main      ] Progress: 291/455 forecasts completed (64.0%). FLYE finished in 0.8s. ETA: 27.4s. Rate: 358.99 forecasts/min
[2025-12-19T20:36:16.748115] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-19
[2025-12-19T20:36:16.754134] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.755122] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2025-12-19T20:36:16.755177] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2025-12-19T20:36:16.755210] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2025-12-19T20:36:16.756243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:16.756307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:16.762004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:16.764994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:16.806889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:16.812373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:16.831530] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.918613] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:16.953237] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-19T20:36:16.953314] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=49.6509%)
[2025-12-19T20:36:16.953699] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-19T20:36:16.953752] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-19T20:36:16.954683] [INFO ] [main      ] Progress: 292/455 forecasts completed (64.2%). VAC finished in 0.6s. ETA: 27.3s. Rate: 358.65 forecasts/min
[2025-12-19T20:36:16.966504] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:16.967567] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-19T20:36:16.967658] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-19T20:36:16.967696] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-19T20:36:16.968622] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:16.968725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:16.970653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:16.971323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:16.971831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:16.972237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:17.023115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:17.025014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:17.027347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:17.049245] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-19T20:36:17.049320] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=61.7785%)
[2025-12-19T20:36:17.049762] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-19T20:36:17.049821] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-19T20:36:17.051749] [INFO ] [main      ] Progress: 293/455 forecasts completed (64.4%). GD finished in 0.6s. ETA: 27.1s. Rate: 359.16 forecasts/min
[2025-12-19T20:36:17.063187] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:17.063317] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-19
[2025-12-19T20:36:17.064219] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-19T20:36:17.064303] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-19T20:36:17.064360] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-19T20:36:17.065710] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:17.065803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:17.067668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:17.068722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:17.208539] [DEBUG] [MAG       ] NVTS: Last date is validated at 2025-12-19
[2025-12-19T20:36:17.277002] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:17.374013] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-19T20:36:17.374122] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=56.8894%)
[2025-12-19T20:36:17.374364] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-19T20:36:17.374430] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-19T20:36:17.375701] [INFO ] [main      ] Progress: 294/455 forecasts completed (64.6%). BANX finished in 0.7s. ETA: 27.0s. Rate: 358.02 forecasts/min
[2025-12-19T20:36:17.392174] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:17.409975] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-19T20:36:17.410155] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-19T20:36:17.410344] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-19T20:36:17.411829] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:17.411906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:17.419645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:17.470636] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:17.476241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:17.478029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:17.479901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:17.526090] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-19
[2025-12-19T20:36:17.576935] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2025-12-19T20:36:17.577034] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=8.22% (Conf=53.5025%)
[2025-12-19T20:36:17.577266] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-19T20:36:17.577330] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-19T20:36:17.578340] [INFO ] [main      ] Progress: 295/455 forecasts completed (64.8%). NVTS finished in 0.8s. ETA: 26.8s. Rate: 357.76 forecasts/min
[2025-12-19T20:36:17.591830] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-19
[2025-12-19T20:36:17.596033] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:17.597236] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-19T20:36:17.597308] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-19T20:36:17.597358] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-19T20:36:17.598497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:17.598600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:17.605544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:17.606547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:17.607210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:17.608914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:17.805679] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:17.846847] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:17.884296] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-19T20:36:17.884398] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=60.7176%)
[2025-12-19T20:36:17.884894] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-19T20:36:17.884963] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-19T20:36:17.885673] [INFO ] [main      ] Progress: 296/455 forecasts completed (65.1%). BHFAM finished in 0.9s. ETA: 26.7s. Rate: 356.76 forecasts/min
[2025-12-19T20:36:17.903836] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:17.905028] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-19T20:36:17.905102] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-19T20:36:17.905150] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-19T20:36:17.906388] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:17.906477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:17.909157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:17.913086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:17.914635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:17.942650] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-19T20:36:17.942723] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=55.1071%)
[2025-12-19T20:36:17.942892] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-19T20:36:17.942936] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-19T20:36:17.944943] [INFO ] [main      ] Progress: 297/455 forecasts completed (65.3%). PFGC finished in 0.9s. ETA: 26.5s. Rate: 357.54 forecasts/min
[2025-12-19T20:36:17.954901] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:17.956162] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-19T20:36:17.956222] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-19T20:36:17.956260] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-19T20:36:17.957159] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:17.957233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:17.958024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:17.958800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:17.963660] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-19
[2025-12-19T20:36:17.994193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:17.998840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.052020] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.147342] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.228444] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-19T20:36:18.228515] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=45.3705%)
[2025-12-19T20:36:18.228933] [INFO ] [main      ] Progress: 298/455 forecasts completed (65.5%). ALHC finished in 0.9s. ETA: 26.4s. Rate: 356.71 forecasts/min
[2025-12-19T20:36:18.229072] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-19T20:36:18.229115] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-19T20:36:18.240829] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:18.240912] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.241748] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-19T20:36:18.241802] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-19T20:36:18.241834] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-19T20:36:18.242615] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:18.242677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:18.247530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:18.249319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:18.249824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:18.250212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:18.250942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:18.253196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:18.255179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.311000] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-19T20:36:18.311071] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=61.5047%)
[2025-12-19T20:36:18.311235] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-19T20:36:18.311279] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-19T20:36:18.311391] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.311858] [INFO ] [main      ] Progress: 299/455 forecasts completed (65.7%). VCRB finished in 0.7s. ETA: 26.2s. Rate: 357.32 forecasts/min
[2025-12-19T20:36:18.324683] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:18.325608] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-19T20:36:18.325667] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-19T20:36:18.325700] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-19T20:36:18.326504] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:18.326599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:18.328416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:18.329028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:18.329475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:18.331528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:18.334462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:18.336292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.368204] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.496794] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.535393] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.568849] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-19T20:36:18.568917] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-15.93% (Conf=57.4076%)
[2025-12-19T20:36:18.569074] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-19T20:36:18.569117] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-19T20:36:18.569870] [INFO ] [main      ] Progress: 300/455 forecasts completed (65.9%). METCB finished in 0.6s. ETA: 26.1s. Rate: 356.68 forecasts/min
[2025-12-19T20:36:18.580424] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:18.581653] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-19T20:36:18.581706] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-19T20:36:18.581737] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-19T20:36:18.582496] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:18.582555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:18.583412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.591686] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.608781] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-19T20:36:18.608855] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=62.5386%)
[2025-12-19T20:36:18.609263] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-19T20:36:18.609316] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-19T20:36:18.609641] [INFO ] [main      ] Progress: 301/455 forecasts completed (66.2%). MODG finished in 0.7s. ETA: 25.8s. Rate: 357.59 forecasts/min
[2025-12-19T20:36:18.621030] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:18.622185] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-19T20:36:18.622242] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-19T20:36:18.622285] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-19T20:36:18.623092] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:18.623151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:18.628014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.701888] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.757681] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.821299] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-19T20:36:18.821370] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=43.5708%)
[2025-12-19T20:36:18.821778] [INFO ] [main      ] Progress: 302/455 forecasts completed (66.4%). QD finished in 0.6s. ETA: 25.7s. Rate: 357.27 forecasts/min
[2025-12-19T20:36:18.821963] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-19T20:36:18.822009] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-19T20:36:18.832514] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:18.833524] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-19T20:36:18.833596] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-19T20:36:18.833630] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-19T20:36:18.834379] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:18.834443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:18.836106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:18.836688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:18.837075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:18.839471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:18.880033] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:18.918200] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-19
[2025-12-19T20:36:18.966381] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.002101] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-19T20:36:19.002171] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=8.88% (Conf=65.3179%)
[2025-12-19T20:36:19.002337] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-19T20:36:19.002381] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-19T20:36:19.002872] [INFO ] [main      ] Progress: 303/455 forecasts completed (66.6%). CELH finished in 0.7s. ETA: 25.5s. Rate: 357.18 forecasts/min
[2025-12-19T20:36:19.014599] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.015607] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-19T20:36:19.015676] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-19T20:36:19.015722] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-19T20:36:19.016609] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:19.016673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.021922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.024013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:19.024505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:19.024919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:19.075916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.087993] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.141712] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.169952] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-19T20:36:19.170022] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=44.6077%)
[2025-12-19T20:36:19.170386] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-19T20:36:19.170437] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-19T20:36:19.170558] [INFO ] [main      ] Progress: 304/455 forecasts completed (66.8%). GFI finished in 0.6s. ETA: 25.4s. Rate: 357.18 forecasts/min
[2025-12-19T20:36:19.170433] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.181269] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.183114] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-19T20:36:19.183171] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-19T20:36:19.183203] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-19T20:36:19.184038] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-19T20:36:19.184118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.188998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.190890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:19.191363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:19.191774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:19.195430] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-19T20:36:19.195501] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=47.227%)
[2025-12-19T20:36:19.195915] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-19T20:36:19.195969] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-19T20:36:19.197623] [INFO ] [main      ] Progress: 305/455 forecasts completed (67.0%). MNY finished in 0.6s. ETA: 25.1s. Rate: 358.17 forecasts/min
[2025-12-19T20:36:19.208054] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.209250] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-19T20:36:19.209306] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-19T20:36:19.209338] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-19T20:36:19.209622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:19.210187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:19.210250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:19.210775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:19.211254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:19.212972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:19.214061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:19.214777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:19.216226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:19.217455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:19.219679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.249090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:19.324530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:19.327188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:19.332943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.336854] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.415790] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.425871] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-19T20:36:19.425942] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=60.9251%)
[2025-12-19T20:36:19.426304] [INFO ] [main      ] Progress: 306/455 forecasts completed (67.3%). XENE finished in 0.6s. ETA: 25.0s. Rate: 357.74 forecasts/min
[2025-12-19T20:36:19.426434] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-19T20:36:19.426476] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-19T20:36:19.437223] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.438091] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-19T20:36:19.438141] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-19T20:36:19.438172] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-19T20:36:19.438979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:19.439038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.443856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.445620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:19.446110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:19.446487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.564046] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.584729] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.652232] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-19T20:36:19.652322] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=8.25% (Conf=48.7343%)
[2025-12-19T20:36:19.652498] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-19T20:36:19.652542] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-19T20:36:19.652882] [INFO ] [main      ] Progress: 307/455 forecasts completed (67.5%). OPAD finished in 0.6s. ETA: 24.9s. Rate: 357.33 forecasts/min
[2025-12-19T20:36:19.665718] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.667230] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-19T20:36:19.667285] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-19T20:36:19.667316] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-19T20:36:19.668147] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-19T20:36:19.668217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.672041] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.674121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.676091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:19.676610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:19.677546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:19.680399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:19.683242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:19.683995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:19.686053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:19.688690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:19.690309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:19.691657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:19.693967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:36:19.695998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:19.702654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.744233] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.790668] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-19
[2025-12-19T20:36:19.841726] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:19.884350] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-19T20:36:19.884423] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=44.5386%)
[2025-12-19T20:36:19.884603] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-19T20:36:19.884650] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-19T20:36:19.885635] [INFO ] [main      ] Progress: 308/455 forecasts completed (67.7%). SWZ finished in 0.7s. ETA: 24.7s. Rate: 356.89 forecasts/min
[2025-12-19T20:36:19.896062] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.897128] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-19T20:36:19.897180] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-19T20:36:19.897213] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-19T20:36:19.898014] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:19.898079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.903328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.905175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:19.905677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:19.906117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:19.906514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:19.907522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:19.908221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.920546] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-19T20:36:19.920635] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=56.6191%)
[2025-12-19T20:36:19.921020] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-19T20:36:19.921072] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-19T20:36:19.921653] [INFO ] [main      ] Progress: 309/455 forecasts completed (67.9%). DBRG finished in 0.7s. ETA: 24.5s. Rate: 357.80 forecasts/min
[2025-12-19T20:36:19.933919] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:19.934826] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-19T20:36:19.934885] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-19T20:36:19.934917] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-19T20:36:19.935737] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:19.935802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:19.940627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:19.942394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:19.942919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:19.943354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:19.943796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:19.944778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:19.963667] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.039120] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-19T20:36:20.039191] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=64.626%)
[2025-12-19T20:36:20.039558] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-19T20:36:20.039630] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-19T20:36:20.040546] [INFO ] [main      ] Progress: 310/455 forecasts completed (68.1%). VTS finished in 0.6s. ETA: 24.3s. Rate: 358.13 forecasts/min
[2025-12-19T20:36:20.051624] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:20.052464] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-19T20:36:20.052522] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-19T20:36:20.052553] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-19T20:36:20.053366] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:20.053428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:20.054337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:20.070084] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.167281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:20.168276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:20.169481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:20.236786] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.265925] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.311903] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.398611] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-19T20:36:20.398719] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-1.75% (Conf=36.6112%)
[2025-12-19T20:36:20.399077] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-19T20:36:20.399129] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-19T20:36:20.399659] [INFO ] [main      ] Progress: 311/455 forecasts completed (68.4%). OLPX finished in 0.7s. ETA: 24.2s. Rate: 356.82 forecasts/min
[2025-12-19T20:36:20.412770] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:20.413682] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-19T20:36:20.413736] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-19T20:36:20.413768] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-19T20:36:20.414566] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:20.414664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:20.420331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:20.422255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:20.422784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:20.423265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:20.423729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:20.424554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:20.425313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:20.432382] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.479148] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.496704] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-19T20:36:20.496774] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=47.4906%)
[2025-12-19T20:36:20.497251] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-19T20:36:20.497304] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-19T20:36:20.497655] [INFO ] [main      ] Progress: 312/455 forecasts completed (68.6%). BMEZ finished in 0.6s. ETA: 24.0s. Rate: 357.30 forecasts/min
[2025-12-19T20:36:20.508185] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:20.509361] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-19T20:36:20.509414] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-19T20:36:20.509449] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-19T20:36:20.509435] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.510257] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:20.510322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:20.511996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:20.512522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:20.512993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:20.513373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:20.556537] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-19T20:36:20.556627] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-2.49% (Conf=63.3835%)
[2025-12-19T20:36:20.556997] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-19T20:36:20.557047] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-19T20:36:20.557670] [INFO ] [main      ] Progress: 313/455 forecasts completed (68.8%). S finished in 0.6s. ETA: 23.8s. Rate: 358.03 forecasts/min
[2025-12-19T20:36:20.568592] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:20.569657] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-19T20:36:20.569709] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-19T20:36:20.569740] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-19T20:36:20.570507] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:20.570569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:20.571303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:20.572163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:20.586133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:20.621145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:20.622388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:20.623987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:20.679495] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.746481] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-19T20:36:20.746550] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=59.2048%)
[2025-12-19T20:36:20.746726] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-19T20:36:20.746770] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-19T20:36:20.747916] [INFO ] [main      ] Progress: 314/455 forecasts completed (69.0%). DEI finished in 0.7s. ETA: 23.6s. Rate: 357.88 forecasts/min
[2025-12-19T20:36:20.757655] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:20.758594] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-19T20:36:20.758675] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-19T20:36:20.758708] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-19T20:36:20.759481] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:20.759552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:20.764283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:20.765102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:20.778931] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.919809] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-19
[2025-12-19T20:36:20.946087] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:20.962297] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.066414] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-19T20:36:21.066485] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=31.6877%)
[2025-12-19T20:36:21.066889] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-19T20:36:21.066941] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-19T20:36:21.067658] [INFO ] [main      ] Progress: 315/455 forecasts completed (69.2%). MRUS finished in 0.7s. ETA: 23.5s. Rate: 356.85 forecasts/min
[2025-12-19T20:36:21.078642] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.079511] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-19T20:36:21.079592] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-19T20:36:21.079627] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-19T20:36:21.080411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:21.080490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:21.085288] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.085427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:21.087377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:21.087993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:21.088540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:21.089078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:21.091648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.100288] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.130140] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.169522] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-19T20:36:21.169608] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=2.28% (Conf=51.2955%)
[2025-12-19T20:36:21.169964] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-19T20:36:21.170014] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-19T20:36:21.170663] [INFO ] [main      ] Progress: 316/455 forecasts completed (69.5%). DNTH finished in 0.6s. ETA: 23.3s. Rate: 357.29 forecasts/min
[2025-12-19T20:36:21.181432] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.182232] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-19T20:36:21.182283] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-19T20:36:21.182315] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-19T20:36:21.183114] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:21.183174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:21.191553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:21.192928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.240089] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-19T20:36:21.240156] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=50.2566%)
[2025-12-19T20:36:21.240610] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-19T20:36:21.240665] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-19T20:36:21.240666] [INFO ] [main      ] Progress: 317/455 forecasts completed (69.7%). ZBH finished in 0.7s. ETA: 23.1s. Rate: 357.95 forecasts/min
[2025-12-19T20:36:21.251316] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.252241] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-19T20:36:21.252293] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-19T20:36:21.252324] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-19T20:36:21.253111] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:21.253175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:21.258059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:21.268324] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.296899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:21.297875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:21.298598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:21.299296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:21.300486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.393889] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-19T20:36:21.393956] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=41.4009%)
[2025-12-19T20:36:21.394264] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-19T20:36:21.394314] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-19T20:36:21.395191] [INFO ] [main      ] Progress: 318/455 forecasts completed (69.9%). MOD finished in 0.6s. ETA: 23.0s. Rate: 358.04 forecasts/min
[2025-12-19T20:36:21.405091] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.405920] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-19T20:36:21.405990] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-19T20:36:21.406022] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-19T20:36:21.406812] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:21.406872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:21.407777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:21.408639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:21.409677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:21.411626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.438805] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.525384] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.605318] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.648413] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.689982] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.693654] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-19T20:36:21.693724] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=5.14% (Conf=51.7627%)
[2025-12-19T20:36:21.694065] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-19T20:36:21.694115] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-19T20:36:21.694667] [INFO ] [main      ] Progress: 319/455 forecasts completed (70.1%). NAMS finished in 0.6s. ETA: 22.8s. Rate: 357.15 forecasts/min
[2025-12-19T20:36:21.706454] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.707378] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-19T20:36:21.707430] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-19T20:36:21.707461] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-19T20:36:21.708266] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:21.708328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:21.713070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:21.746027] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-19
[2025-12-19T20:36:21.751943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:21.752802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:21.753440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:21.755236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:21.757278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:21.758041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.761381] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-19T20:36:21.761450] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=50.0943%)
[2025-12-19T20:36:21.761844] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-19T20:36:21.761895] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-19T20:36:21.762653] [INFO ] [main      ] Progress: 320/455 forecasts completed (70.3%). RCI finished in 0.6s. ETA: 22.6s. Rate: 357.82 forecasts/min
[2025-12-19T20:36:21.774670] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.775626] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-19T20:36:21.775678] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-19T20:36:21.775899] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-19T20:36:21.776897] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:21.776960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:21.782031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:21.783919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:21.784391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:21.784987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:21.785844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:21.833608] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.891136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:21.892445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:21.895177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:21.916079] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:21.966826] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-19T20:36:21.966908] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=-3.49% (Conf=40.8216%)
[2025-12-19T20:36:21.967075] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-19T20:36:21.967120] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-19T20:36:21.968004] [INFO ] [main      ] Progress: 321/455 forecasts completed (70.5%). SHIP finished in 0.7s. ETA: 22.5s. Rate: 357.57 forecasts/min
[2025-12-19T20:36:21.979262] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:21.980628] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-19T20:36:21.980683] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-19T20:36:21.980715] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-19T20:36:21.981559] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:21.981648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:21.983457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:21.983998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:21.986856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:21.989806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:22.009565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:22.012902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.031245] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-19T20:36:22.031324] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=11.52% (Conf=61.672%)
[2025-12-19T20:36:22.031722] [INFO ] [main      ] Progress: 322/455 forecasts completed (70.8%). PSN finished in 0.6s. ETA: 22.3s. Rate: 358.26 forecasts/min
[2025-12-19T20:36:22.031856] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-19T20:36:22.031899] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-19T20:36:22.042836] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.043556] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-19T20:36:22.043631] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-19T20:36:22.043663] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-19T20:36:22.044409] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:22.044474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:22.046816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:22.047835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:22.102284] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.122748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:22.127105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:22.128238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:22.130351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:22.132029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:22.132515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:22.133671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:22.135666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.223084] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.272460] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:22.364469] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-19T20:36:22.364903] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=38.7013%)
[2025-12-19T20:36:22.365277] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-19T20:36:22.365330] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-19T20:36:22.365660] [INFO ] [main      ] Progress: 323/455 forecasts completed (71.0%). SNN finished in 0.7s. ETA: 22.2s. Rate: 357.16 forecasts/min
[2025-12-19T20:36:22.376448] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.377529] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.378416] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-19T20:36:22.378468] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-19T20:36:22.378500] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-19T20:36:22.379339] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:22.379402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:22.381098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:22.381682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:22.382117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:22.382535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:22.384186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:22.386187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:22.387721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.392292] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:22.471905] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.485726] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-19T20:36:22.485794] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=57.4262%)
[2025-12-19T20:36:22.486193] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-19T20:36:22.486246] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-19T20:36:22.487649] [INFO ] [main      ] Progress: 324/455 forecasts completed (71.2%). FTI finished in 0.7s. ETA: 22.0s. Rate: 357.46 forecasts/min
[2025-12-19T20:36:22.498065] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.499200] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-19T20:36:22.499253] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-19T20:36:22.499285] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-19T20:36:22.500096] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:22.500157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:22.500896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.557195] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:22.625452] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-19T20:36:22.625526] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-5.91% (Conf=44.3582%)
[2025-12-19T20:36:22.625990] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-19T20:36:22.626054] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-19T20:36:22.627670] [INFO ] [main      ] Progress: 325/455 forecasts completed (71.4%). DHX finished in 0.7s. ETA: 21.8s. Rate: 357.65 forecasts/min
[2025-12-19T20:36:22.637825] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.638781] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-19T20:36:22.638836] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-19T20:36:22.638868] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-19T20:36:22.639760] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:22.639833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:22.642709] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:22.644944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:22.646829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:22.647340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:22.647835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:22.648232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:22.649942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:22.650688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.724781] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.752387] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-19T20:36:22.752455] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=58.6358%)
[2025-12-19T20:36:22.752856] [INFO ] [main      ] Progress: 326/455 forecasts completed (71.6%). AIG finished in 0.7s. ETA: 21.6s. Rate: 357.92 forecasts/min
[2025-12-19T20:36:22.752981] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-19T20:36:22.753024] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-19T20:36:22.763598] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.764647] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-19T20:36:22.765010] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-19T20:36:22.765044] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-19T20:36:22.765822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:22.765883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:22.767595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:22.768097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:22.768877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:22.769890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-19T20:36:22.771216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:22.837542] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-19
[2025-12-19T20:36:22.894890] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:22.970985] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-19T20:36:22.971054] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=55.49%)
[2025-12-19T20:36:22.971212] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-19T20:36:22.971254] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-19T20:36:22.971908] [INFO ] [main      ] Progress: 327/455 forecasts completed (71.9%). AMPX finished in 0.6s. ETA: 21.5s. Rate: 357.59 forecasts/min
[2025-12-19T20:36:22.983438] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:22.984624] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-19T20:36:22.984699] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-19T20:36:22.984735] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-19T20:36:22.985503] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:22.985566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:22.987495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:22.989316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:22.989844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:22.990911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:22.992878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.007351] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.012002] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.071588] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-19T20:36:23.071658] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=51.7447%)
[2025-12-19T20:36:23.071996] [INFO ] [main      ] Fetching symbol history for SBRA...
[2025-12-19T20:36:23.072046] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2025-12-19T20:36:23.072653] [INFO ] [main      ] Progress: 328/455 forecasts completed (72.1%). SFNC finished in 0.6s. ETA: 21.3s. Rate: 358.03 forecasts/min
[2025-12-19T20:36:23.083541] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.084483] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2025-12-19T20:36:23.084548] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2025-12-19T20:36:23.084606] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2025-12-19T20:36:23.085382] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:23.085443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:23.087110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:23.087635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:23.088316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.105455] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.194321] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.273464] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.302233] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-19T20:36:23.302310] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=59.3173%)
[2025-12-19T20:36:23.302730] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-19T20:36:23.302793] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-19T20:36:23.302776] [INFO ] [main      ] Progress: 329/455 forecasts completed (72.3%). NNI finished in 0.7s. ETA: 21.1s. Rate: 357.62 forecasts/min
[2025-12-19T20:36:23.315024] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.315908] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-19T20:36:23.315963] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-19T20:36:23.315996] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-19T20:36:23.316817] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:23.316883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:23.322113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:23.324105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:23.324652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:23.325042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:23.325084] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.341795] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-19T20:36:23.341862] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=56.5804%)
[2025-12-19T20:36:23.342177] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-19T20:36:23.342225] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-19T20:36:23.343116] [INFO ] [main      ] Progress: 330/455 forecasts completed (72.5%). BSVO finished in 0.6s. ETA: 20.9s. Rate: 358.44 forecasts/min
[2025-12-19T20:36:23.353286] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.354243] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-19T20:36:23.354293] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-19T20:36:23.354324] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-19T20:36:23.355117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:23.355180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:23.359943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:23.362125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:23.362616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:23.363162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:23.366860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:23.367285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:23.369711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.371908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:23.373714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.427597] [DEBUG] [MAG       ] SBRA: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.493055] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.567705] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-19T20:36:23.567771] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=64.7936%)
[2025-12-19T20:36:23.568126] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-19T20:36:23.568176] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-19T20:36:23.568681] [INFO ] [main      ] Progress: 331/455 forecasts completed (72.7%). MEI finished in 0.6s. ETA: 20.8s. Rate: 358.07 forecasts/min
[2025-12-19T20:36:23.579688] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.580611] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-19T20:36:23.580666] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-19T20:36:23.580697] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-19T20:36:23.581462] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:23.581522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:23.586281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:23.587487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.597045] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.656704] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2025-12-19T20:36:23.656772] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=46.5768%)
[2025-12-19T20:36:23.657220] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-19T20:36:23.657272] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-19T20:36:23.657654] [INFO ] [main      ] Progress: 332/455 forecasts completed (73.0%). SBRA finished in 0.6s. ETA: 20.6s. Rate: 358.58 forecasts/min
[2025-12-19T20:36:23.669178] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.670286] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-19T20:36:23.670337] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-19T20:36:23.670367] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-19T20:36:23.671284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:23.671345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:23.673036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:23.673532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:23.673932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:23.674687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:23.720070] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.739173] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.892634] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.907224] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:23.917299] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-19
[2025-12-19T20:36:23.953927] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-19T20:36:23.953995] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=67.98%)
[2025-12-19T20:36:23.954369] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-19T20:36:23.954419] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-19T20:36:23.955237] [INFO ] [main      ] Progress: 333/455 forecasts completed (73.2%). TDF finished in 0.6s. ETA: 20.5s. Rate: 357.74 forecasts/min
[2025-12-19T20:36:23.965330] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:23.966184] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-19T20:36:23.966234] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-19T20:36:23.966265] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-19T20:36:23.967045] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:23.967104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:23.968808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:23.969306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:23.969768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:23.971156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.007228] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-19
[2025-12-19T20:36:24.043479] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-19T20:36:24.043551] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=46.1498%)
[2025-12-19T20:36:24.043862] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-19T20:36:24.043911] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-19T20:36:24.044869] [INFO ] [main      ] Progress: 334/455 forecasts completed (73.4%). QMCO finished in 0.7s. ETA: 20.3s. Rate: 358.24 forecasts/min
[2025-12-19T20:36:24.054489] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.056196] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-19T20:36:24.056251] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-19T20:36:24.056282] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-19T20:36:24.057068] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:24.057135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:24.081539] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.096457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:24.097885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:24.098951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:24.100755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:24.101213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:24.102842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:24.103937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:24.104623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.173831] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.209042] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-19T20:36:24.209111] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=50.4893%)
[2025-12-19T20:36:24.209448] [INFO ] [main      ] Fetching symbol history for JPEF...
[2025-12-19T20:36:24.209498] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2025-12-19T20:36:24.209662] [INFO ] [main      ] Progress: 335/455 forecasts completed (73.6%). BNTX finished in 0.6s. ETA: 20.1s. Rate: 358.26 forecasts/min
[2025-12-19T20:36:24.221591] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.223004] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2025-12-19T20:36:24.223056] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2025-12-19T20:36:24.223087] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2025-12-19T20:36:24.223914] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:24.223976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:24.225660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:24.226179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:24.226565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:24.227312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:24.265987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:24.266905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.269610] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-19T20:36:24.269679] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=-3.11% (Conf=58.5696%)
[2025-12-19T20:36:24.270041] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-19T20:36:24.270091] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-19T20:36:24.270238] [INFO ] [main      ] Progress: 336/455 forecasts completed (73.8%). FBIN finished in 0.6s. ETA: 19.9s. Rate: 358.94 forecasts/min
[2025-12-19T20:36:24.281297] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.282487] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-19T20:36:24.282540] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-19T20:36:24.282590] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-19T20:36:24.283354] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:24.283417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:24.291840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:24.316383] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-19
[2025-12-19T20:36:24.329166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:24.330396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:24.331474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:24.332565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:24.335213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:24.336847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.439020] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-19
[2025-12-19T20:36:24.489588] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.565769] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-19T20:36:24.565839] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=66.6938%)
[2025-12-19T20:36:24.566210] [INFO ] [main      ] Progress: 337/455 forecasts completed (74.1%). BOTZ finished in 0.6s. ETA: 19.8s. Rate: 358.12 forecasts/min
[2025-12-19T20:36:24.566338] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-19T20:36:24.566383] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-19T20:36:24.578174] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.579868] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-19T20:36:24.579919] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-19T20:36:24.579949] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-19T20:36:24.580730] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:24.580789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:24.581656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:24.582895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.597410] [DEBUG] [MAG       ] JPEF: Last date is validated at 2025-12-19
[2025-12-19T20:36:24.605051] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.667197] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-19
[2025-12-19T20:36:24.708036] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-19T20:36:24.708102] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.8989%)
[2025-12-19T20:36:24.708460] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-19T20:36:24.708512] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-19T20:36:24.709648] [INFO ] [main      ] Progress: 338/455 forecasts completed (74.3%). COLM finished in 0.7s. ETA: 19.6s. Rate: 358.27 forecasts/min
[2025-12-19T20:36:24.719852] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.720825] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-19T20:36:24.720883] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-19T20:36:24.720915] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-19T20:36:24.721718] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:24.721781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:24.726653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:24.728478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:24.728992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:24.729439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.766120] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.830558] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:24.845316] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2025-12-19T20:36:24.845381] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=66.153%)
[2025-12-19T20:36:24.845859] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-19T20:36:24.845911] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-19T20:36:24.846670] [INFO ] [main      ] Progress: 339/455 forecasts completed (74.5%). JPEF finished in 0.6s. ETA: 19.4s. Rate: 358.46 forecasts/min
[2025-12-19T20:36:24.857345] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.858321] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-19T20:36:24.858370] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-19T20:36:24.858402] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-19T20:36:24.859224] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:24.859287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:24.861035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:24.861903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:24.862670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:24.865231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.925160] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-19T20:36:24.925226] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=51.5473%)
[2025-12-19T20:36:24.925623] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-19T20:36:24.925676] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-19T20:36:24.926656] [INFO ] [main      ] Progress: 340/455 forecasts completed (74.7%). FIVN finished in 0.7s. ETA: 19.2s. Rate: 359.01 forecasts/min
[2025-12-19T20:36:24.936924] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:24.937824] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-19T20:36:24.937881] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-19T20:36:24.937912] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-19T20:36:24.938736] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:24.938795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:24.941416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:24.942186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:24.942241] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.064890] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.112890] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:25.165484] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-19T20:36:25.165552] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=52.7941%)
[2025-12-19T20:36:25.165884] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-19T20:36:25.165935] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-19T20:36:25.166833] [INFO ] [main      ] Progress: 341/455 forecasts completed (74.9%). MMLP finished in 0.6s. ETA: 19.1s. Rate: 358.55 forecasts/min
[2025-12-19T20:36:25.176901] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:25.178060] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-19T20:36:25.178267] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-19T20:36:25.178332] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-19T20:36:25.179694] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:25.179756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:25.184016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:25.209046] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.232559] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:25.271277] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.360977] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-19T20:36:25.361047] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=48.3497%)
[2025-12-19T20:36:25.361425] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-19T20:36:25.361479] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-19T20:36:25.361665] [INFO ] [main      ] Progress: 342/455 forecasts completed (75.2%). PLPC finished in 0.7s. ETA: 18.9s. Rate: 358.38 forecasts/min
[2025-12-19T20:36:25.376504] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:25.377619] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-19T20:36:25.377687] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-19T20:36:25.377743] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-19T20:36:25.378857] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:25.378953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:25.382198] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:25.385745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:25.388266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:25.388949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:25.389561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:25.390117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:25.393531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:25.395282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:25.399163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:25.400963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:25.442610] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-19T20:36:25.442681] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=63.3698%)
[2025-12-19T20:36:25.443029] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:25.443132] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-19T20:36:25.443187] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-19T20:36:25.443663] [INFO ] [main      ] Progress: 343/455 forecasts completed (75.4%). FIXD finished in 0.6s. ETA: 18.7s. Rate: 358.92 forecasts/min
[2025-12-19T20:36:25.456305] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:25.457254] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-19T20:36:25.457304] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-19T20:36:25.457335] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-19T20:36:25.458147] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:25.458210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:25.460102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:25.460649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:25.461099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:25.499954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:25.506160] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-19T20:36:25.506227] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=57.584%)
[2025-12-19T20:36:25.506697] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-19T20:36:25.506757] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-19T20:36:25.507659] [INFO ] [main      ] Progress: 344/455 forecasts completed (75.6%). PRME finished in 0.6s. ETA: 18.5s. Rate: 359.56 forecasts/min
[2025-12-19T20:36:25.518522] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:25.519482] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-19T20:36:25.519541] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-19T20:36:25.519592] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-19T20:36:25.520374] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:25.520446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:25.521227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:25.522879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:25.523916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:25.525776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:25.538317] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.714095] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:25.745405] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.802141] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-19T20:36:25.802211] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=55.3425%)
[2025-12-19T20:36:25.802375] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-19T20:36:25.802419] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-19T20:36:25.802889] [INFO ] [main      ] Progress: 345/455 forecasts completed (75.8%). RLI finished in 0.6s. ETA: 18.4s. Rate: 358.76 forecasts/min
[2025-12-19T20:36:25.814292] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:25.815326] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-19T20:36:25.815768] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-19T20:36:25.815807] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-19T20:36:25.816663] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:25.816736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:25.821812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:25.843091] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.876863] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-19
[2025-12-19T20:36:25.903445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:25.905144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:25.915750] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.012459] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.040389] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-19T20:36:26.040457] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=69.8631%)
[2025-12-19T20:36:26.040836] [INFO ] [main      ] Fetching symbol history for HRMY...
[2025-12-19T20:36:26.040886] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2025-12-19T20:36:26.041659] [INFO ] [main      ] Progress: 346/455 forecasts completed (76.0%). UNP finished in 0.7s. ETA: 18.3s. Rate: 358.32 forecasts/min
[2025-12-19T20:36:26.044880] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.051746] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.052659] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2025-12-19T20:36:26.052711] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2025-12-19T20:36:26.052742] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2025-12-19T20:36:26.053488] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:26.053549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:26.058232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:26.060066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:26.060526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:26.060961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:26.062050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:26.092666] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-19T20:36:26.092734] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=61.5832%)
[2025-12-19T20:36:26.093078] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-19T20:36:26.093128] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-19T20:36:26.094643] [INFO ] [main      ] Progress: 347/455 forecasts completed (76.3%). GSK finished in 0.6s. ETA: 18.0s. Rate: 359.03 forecasts/min
[2025-12-19T20:36:26.105262] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.106247] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-19T20:36:26.106306] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-19T20:36:26.106344] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-19T20:36:26.107197] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:26.107260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:26.109011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:26.109535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:26.110466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:26.112032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:26.113193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:26.130437] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-19T20:36:26.130504] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=50.8551%)
[2025-12-19T20:36:26.130901] [INFO ] [main      ] Progress: 348/455 forecasts completed (76.5%). GHRS finished in 0.6s. ETA: 17.8s. Rate: 359.84 forecasts/min
[2025-12-19T20:36:26.131030] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-19T20:36:26.131073] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-19T20:36:26.142868] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.143872] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-19T20:36:26.143929] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-19T20:36:26.143960] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-19T20:36:26.144765] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:26.144829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:26.149521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:26.151342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:26.151827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:26.152204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:26.152935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:26.153740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:26.192289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:26.196735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:26.197476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:26.198217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:26.245211] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-19
[2025-12-19T20:36:26.397021] [DEBUG] [MAG       ] HRMY: Last date is validated at 2025-12-19
[2025-12-19T20:36:26.412212] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.507365] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-19T20:36:26.507443] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-3.31% (Conf=55.3642%)
[2025-12-19T20:36:26.507835] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-12-19T20:36:26.507888] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-12-19T20:36:26.509681] [INFO ] [main      ] Progress: 349/455 forecasts completed (76.7%). HELE finished in 0.7s. ETA: 17.7s. Rate: 358.53 forecasts/min
[2025-12-19T20:36:26.519718] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.520683] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-12-19T20:36:26.520736] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-12-19T20:36:26.520768] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-12-19T20:36:26.521605] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:26.521670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:26.525653] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-19
[2025-12-19T20:36:26.526568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:26.533561] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-19
[2025-12-19T20:36:26.565669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:26.567725] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.611871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:26.653919] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2025-12-19T20:36:26.653987] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=61.39%)
[2025-12-19T20:36:26.654144] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-19T20:36:26.654187] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-19T20:36:26.655674] [INFO ] [main      ] Progress: 350/455 forecasts completed (76.9%). HRMY finished in 0.6s. ETA: 17.6s. Rate: 358.66 forecasts/min
[2025-12-19T20:36:26.664915] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.665841] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-19T20:36:26.665901] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-19T20:36:26.665934] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-19T20:36:26.666754] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:26.666815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:26.671454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:26.673888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:26.689646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:26.691768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:26.692491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:26.705168] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.710966] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:26.780269] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-19T20:36:26.780337] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.6359%)
[2025-12-19T20:36:26.780725] [INFO ] [main      ] Progress: 351/455 forecasts completed (77.1%). SMFG finished in 0.6s. ETA: 17.4s. Rate: 358.92 forecasts/min
[2025-12-19T20:36:26.780855] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-19T20:36:26.780899] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-19T20:36:26.792604] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.793663] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-19T20:36:26.793718] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-19T20:36:26.793751] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-19T20:36:26.794526] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:26.794619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:26.799269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:26.801017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:26.801484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:26.801889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:26.848832] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-19T20:36:26.848926] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=61.3405%)
[2025-12-19T20:36:26.849384] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-19T20:36:26.849450] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-19T20:36:26.851672] [INFO ] [main      ] Progress: 352/455 forecasts completed (77.4%). WB finished in 0.8s. ETA: 17.2s. Rate: 359.51 forecasts/min
[2025-12-19T20:36:26.861808] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:26.862758] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-19T20:36:26.862811] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-19T20:36:26.862844] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-19T20:36:26.863661] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:26.863726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:26.865478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:26.866032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:26.866975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:26.869481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:26.911262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:26.913441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:26.966251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:26.982721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:26.983802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:26.984471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.015896] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.022129] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.047204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.183193] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.186846] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.245405] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-12-19T20:36:27.245472] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=50.9413%)
[2025-12-19T20:36:27.245830] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-19T20:36:27.245881] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-19T20:36:27.246667] [INFO ] [main      ] Progress: 353/455 forecasts completed (77.6%). VBF finished in 0.7s. ETA: 17.1s. Rate: 358.12 forecasts/min
[2025-12-19T20:36:27.256635] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.257648] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-19T20:36:27.257700] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-19T20:36:27.257730] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-19T20:36:27.258490] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-19T20:36:27.261518] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-19T20:36:27.261610] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=47.8289%)
[2025-12-19T20:36:27.261984] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-19T20:36:27.262034] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-19T20:36:27.262634] [INFO ] [main      ] Progress: 354/455 forecasts completed (77.8%). NTB finished in 0.6s. ETA: 16.9s. Rate: 359.04 forecasts/min
[2025-12-19T20:36:27.274783] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.275723] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-19T20:36:27.275783] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-19T20:36:27.275815] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-19T20:36:27.276756] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:27.276819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:27.281668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:27.282472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:27.285133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.331741] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.383876] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.502370] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.549593] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.595979] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.614294] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-19T20:36:27.614361] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-3.65% (Conf=52.909%)
[2025-12-19T20:36:27.614742] [INFO ] [main      ] Progress: 355/455 forecasts completed (78.0%). STKL finished in 0.8s. ETA: 16.8s. Rate: 357.92 forecasts/min
[2025-12-19T20:36:27.614865] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-19T20:36:27.614908] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-19T20:36:27.622802] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-19T20:36:27.622888] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=48.3931%)
[2025-12-19T20:36:27.623083] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-19T20:36:27.623138] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-19T20:36:27.623859] [INFO ] [main      ] Progress: 356/455 forecasts completed (78.2%). KTB finished in 0.8s. ETA: 16.6s. Rate: 358.87 forecasts/min
[2025-12-19T20:36:27.626431] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.627540] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-19T20:36:27.627621] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-19T20:36:27.627655] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-19T20:36:27.628427] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:27.628487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:27.631940] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-19
[2025-12-19T20:36:27.635570] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.636417] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-19T20:36:27.636469] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-19T20:36:27.636502] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-19T20:36:27.637414] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:27.637476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:27.642527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.667423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.767711] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.800991] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:27.827807] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-19T20:36:27.827892] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=5.38% (Conf=56.916%)
[2025-12-19T20:36:27.828295] [INFO ] [main      ] Fetching symbol history for QCOM...
[2025-12-19T20:36:27.828357] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2025-12-19T20:36:27.828689] [INFO ] [main      ] Progress: 357/455 forecasts completed (78.5%). TBI finished in 0.6s. ETA: 16.4s. Rate: 358.65 forecasts/min
[2025-12-19T20:36:27.840090] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.841048] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2025-12-19T20:36:27.841101] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2025-12-19T20:36:27.841134] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2025-12-19T20:36:27.841964] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:27.842029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:27.847224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:27.849179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:27.849753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:27.850236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:27.850687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:27.851692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:27.922228] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-19T20:36:27.922300] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=45.2981%)
[2025-12-19T20:36:27.922463] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-19T20:36:27.922508] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-19T20:36:27.923708] [INFO ] [main      ] Progress: 358/455 forecasts completed (78.7%). JLL finished in 0.7s. ETA: 16.2s. Rate: 359.08 forecasts/min
[2025-12-19T20:36:27.933253] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:27.934407] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-19T20:36:27.934460] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-19T20:36:27.934492] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-19T20:36:27.935267] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:27.935328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:27.936046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:27.972439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:27.974416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:27.985706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:27.987130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:28.003745] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.012380] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.169083] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.192288] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.249441] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-19T20:36:28.249510] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=48.7735%)
[2025-12-19T20:36:28.249881] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-19T20:36:28.249938] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-19T20:36:28.249931] [INFO ] [main      ] Progress: 359/455 forecasts completed (78.9%). HPQ finished in 0.6s. ETA: 16.1s. Rate: 358.13 forecasts/min
[2025-12-19T20:36:28.260373] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-19T20:36:28.260435] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=14.48% (Conf=49.9389%)
[2025-12-19T20:36:28.260611] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-19T20:36:28.260657] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-19T20:36:28.261301] [INFO ] [main      ] Progress: 360/455 forecasts completed (79.1%). PSNL finished in 0.6s. ETA: 15.9s. Rate: 359.06 forecasts/min
[2025-12-19T20:36:28.261815] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.263605] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-19T20:36:28.263663] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-19T20:36:28.263696] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-19T20:36:28.264496] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:28.264562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:28.269719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:28.271745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:28.272364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:28.272623] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.272970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:28.273741] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-19T20:36:28.273793] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-19T20:36:28.273824] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-19T20:36:28.274619] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:28.274695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:28.279485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:28.280531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:28.282240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:28.282725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:28.283737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:28.285324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:28.286011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:28.286730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:28.287809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:28.293592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:28.324548] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.325019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:28.327093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:28.329559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:28.331235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:28.337262] [DEBUG] [MAG       ] QCOM: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.493254] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.511942] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.626756] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.642194] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-19T20:36:28.642274] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=63.0898%)
[2025-12-19T20:36:28.642637] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-19T20:36:28.642690] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-19T20:36:28.642654] [INFO ] [main      ] Progress: 361/455 forecasts completed (79.3%). ERIE finished in 0.7s. ETA: 15.8s. Rate: 357.79 forecasts/min
[2025-12-19T20:36:28.651667] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2025-12-19T20:36:28.651741] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=52.5477%)
[2025-12-19T20:36:28.651915] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-19T20:36:28.651970] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-19T20:36:28.653646] [INFO ] [main      ] Progress: 362/455 forecasts completed (79.6%). QCOM finished in 0.8s. ETA: 15.6s. Rate: 358.72 forecasts/min
[2025-12-19T20:36:28.653788] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.654754] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-19T20:36:28.654805] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-19T20:36:28.654836] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-19T20:36:28.655610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:28.655671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:28.657326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:28.657850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:28.658227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:28.664505] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.665486] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-19T20:36:28.665547] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-19T20:36:28.665601] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-19T20:36:28.666432] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:28.666494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:28.670452] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-19
[2025-12-19T20:36:28.671606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:28.672602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:28.725771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:28.791589] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.851501] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:28.916198] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-19T20:36:28.916263] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-6.25% (Conf=51.0686%)
[2025-12-19T20:36:28.916416] [INFO ] [main      ] Fetching symbol history for PEGA...
[2025-12-19T20:36:28.916458] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2025-12-19T20:36:28.917116] [INFO ] [main      ] Progress: 363/455 forecasts completed (79.8%). BROS finished in 0.7s. ETA: 15.4s. Rate: 358.15 forecasts/min
[2025-12-19T20:36:28.928000] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.929005] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2025-12-19T20:36:28.929057] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2025-12-19T20:36:28.929087] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2025-12-19T20:36:28.929878] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:28.929936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:28.967640] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-19T20:36:28.967708] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-5.38% (Conf=55.1466%)
[2025-12-19T20:36:28.968066] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-19T20:36:28.968115] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-19T20:36:28.968682] [INFO ] [main      ] Progress: 364/455 forecasts completed (80.0%). AMBA finished in 0.7s. ETA: 15.2s. Rate: 358.83 forecasts/min
[2025-12-19T20:36:28.979425] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:28.980633] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-19T20:36:28.980696] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-19T20:36:28.980729] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-19T20:36:28.981518] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:28.981613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:28.983336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:28.983867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:28.985901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:28.986668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.001538] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.003166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.080421] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.167632] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.240980] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-19T20:36:29.241046] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=54.3409%)
[2025-12-19T20:36:29.241394] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-19T20:36:29.241445] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-19T20:36:29.241660] [INFO ] [main      ] Progress: 365/455 forecasts completed (80.2%). CCNE finished in 0.6s. ETA: 15.1s. Rate: 358.21 forecasts/min
[2025-12-19T20:36:29.252344] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.253496] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-19T20:36:29.253555] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-19T20:36:29.253610] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-19T20:36:29.254389] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:29.254469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:29.259332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:29.259834] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.261878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:29.262693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:29.264717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.323218] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.332321] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-19T20:36:29.332401] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-4.41% (Conf=46.8929%)
[2025-12-19T20:36:29.332804] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-19T20:36:29.332857] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-19T20:36:29.333674] [INFO ] [main      ] Progress: 366/455 forecasts completed (80.4%). BUSE finished in 0.7s. ETA: 14.9s. Rate: 358.65 forecasts/min
[2025-12-19T20:36:29.341770] [DEBUG] [MAG       ] PEGA: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.345416] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.346364] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-19T20:36:29.346422] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-19T20:36:29.346454] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-19T20:36:29.347301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:29.347364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:29.348119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:29.349962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:29.352936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:29.354158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:29.355348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.491925] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.508450] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.556175] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-19T20:36:29.556243] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=5.44% (Conf=58.5395%)
[2025-12-19T20:36:29.556606] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-19T20:36:29.556663] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-19T20:36:29.556638] [INFO ] [main      ] Progress: 367/455 forecasts completed (80.7%). VUZI finished in 0.6s. ETA: 14.7s. Rate: 358.33 forecasts/min
[2025-12-19T20:36:29.568104] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.569165] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-19T20:36:29.569275] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-19T20:36:29.569337] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-19T20:36:29.570332] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:29.570392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:29.575167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:29.576113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:29.576801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.603134] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.605806] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2025-12-19T20:36:29.605873] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=6.16% (Conf=55.4483%)
[2025-12-19T20:36:29.606030] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-19T20:36:29.606072] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-19T20:36:29.606828] [INFO ] [main      ] Progress: 368/455 forecasts completed (80.9%). PEGA finished in 0.7s. ETA: 14.5s. Rate: 359.01 forecasts/min
[2025-12-19T20:36:29.618233] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.619152] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-19T20:36:29.619202] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-19T20:36:29.619232] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-19T20:36:29.620050] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:29.620111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:29.621819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:29.622327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:29.622745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:29.624723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:29.627078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-19T20:36:29.628446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.713266] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.769913] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.842306] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-19T20:36:29.842371] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=4.81% (Conf=67.2233%)
[2025-12-19T20:36:29.842724] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-19T20:36:29.842775] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-19T20:36:29.843674] [INFO ] [main      ] Progress: 369/455 forecasts completed (81.1%). LPTH finished in 0.6s. ETA: 14.4s. Rate: 358.61 forecasts/min
[2025-12-19T20:36:29.854458] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.855627] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-19T20:36:29.855680] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-19T20:36:29.855714] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-19T20:36:29.856453] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:29.856515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:29.858190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:29.858738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:29.859125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:29.861514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:29.862757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:29.889912] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:29.910761] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.938214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:29.941224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:29.943460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:29.964924] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-19T20:36:29.964995] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-3.38% (Conf=63.9339%)
[2025-12-19T20:36:29.965159] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-19T20:36:29.965204] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-19T20:36:29.966157] [INFO ] [main      ] Progress: 370/455 forecasts completed (81.3%). GOOS finished in 0.6s. ETA: 14.2s. Rate: 358.86 forecasts/min
[2025-12-19T20:36:29.977027] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:29.977993] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-19T20:36:29.978049] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-19T20:36:29.978082] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-19T20:36:29.979037] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:29.979103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:29.979342] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-19
[2025-12-19T20:36:29.980969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:29.981497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:29.982635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:29.984825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:29.985563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:29.989851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:29.990659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.078488] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.151351] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.161928] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-19T20:36:30.161994] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=63.5111%)
[2025-12-19T20:36:30.162330] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-19T20:36:30.162379] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-19T20:36:30.162653] [INFO ] [main      ] Progress: 371/455 forecasts completed (81.5%). KOP finished in 0.6s. ETA: 14.1s. Rate: 358.70 forecasts/min
[2025-12-19T20:36:30.173758] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.174994] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-19T20:36:30.175108] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-19T20:36:30.175171] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-19T20:36:30.176176] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:30.176239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:30.178227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:30.178780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:30.179204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:30.179595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:30.180204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:30.181363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.210419] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-19T20:36:30.210489] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=6.50% (Conf=23.8657%)
[2025-12-19T20:36:30.210659] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-19T20:36:30.210704] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-19T20:36:30.211862] [INFO ] [main      ] Progress: 372/455 forecasts completed (81.8%). GLBS finished in 0.6s. ETA: 13.9s. Rate: 359.38 forecasts/min
[2025-12-19T20:36:30.221859] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.222835] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-19T20:36:30.222887] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-19T20:36:30.222918] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-19T20:36:30.223694] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:30.223754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:30.228436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:30.230190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:30.230683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:30.233243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:30.234591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.283254] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-19
[2025-12-19T20:36:30.348148] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-19
[2025-12-19T20:36:30.508160] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.515485] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-19
[2025-12-19T20:36:30.528456] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.569539] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-19
[2025-12-19T20:36:30.590657] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-19T20:36:30.590722] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=-3.04% (Conf=50.2965%)
[2025-12-19T20:36:30.590876] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-19T20:36:30.590919] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-19T20:36:30.592676] [INFO ] [main      ] Progress: 373/455 forecasts completed (82.0%). AMAL finished in 0.7s. ETA: 13.7s. Rate: 358.15 forecasts/min
[2025-12-19T20:36:30.601362] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.602402] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-19T20:36:30.602458] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-19T20:36:30.602489] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-19T20:36:30.603254] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:30.603316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:30.608057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:30.609990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:30.610459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:30.612290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.623637] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-19T20:36:30.623716] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=49.1038%)
[2025-12-19T20:36:30.624111] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-19T20:36:30.624167] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-19T20:36:30.624628] [INFO ] [main      ] Progress: 374/455 forecasts completed (82.2%). STRS finished in 0.7s. ETA: 13.5s. Rate: 358.92 forecasts/min
[2025-12-19T20:36:30.635125] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.636168] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-19T20:36:30.636231] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-19T20:36:30.636264] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-19T20:36:30.637080] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:30.637146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:30.639047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:30.639607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:30.640159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:30.640599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:30.641367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:30.641961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:30.643633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:30.646532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:30.648753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:30.651350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.683681] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.739383] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:30.876786] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-19T20:36:30.876852] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=51.6714%)
[2025-12-19T20:36:30.877006] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-19T20:36:30.877049] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-19T20:36:30.878185] [INFO ] [main      ] Progress: 375/455 forecasts completed (82.4%). FLWS finished in 0.7s. ETA: 13.4s. Rate: 358.43 forecasts/min
[2025-12-19T20:36:30.888880] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.889860] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-19T20:36:30.889912] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-19T20:36:30.889943] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-19T20:36:30.890719] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:30.890779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:30.895430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:30.896383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:30.934935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.945379] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-19
[2025-12-19T20:36:30.952733] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-19T20:36:30.952798] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=63.3836%)
[2025-12-19T20:36:30.953149] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-19T20:36:30.953200] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-19T20:36:30.953656] [INFO ] [main      ] Progress: 376/455 forecasts completed (82.6%). DORM finished in 0.8s. ETA: 13.2s. Rate: 358.95 forecasts/min
[2025-12-19T20:36:30.967958] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:30.969100] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-19T20:36:30.969167] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-19T20:36:30.969201] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-19T20:36:30.970049] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:30.970135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:30.974940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:30.975782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:30.978552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:30.980289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:30.980779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:30.981845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:30.983810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:30.987215] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.113057] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.152893] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.188146] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-19T20:36:31.188212] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=3.60% (Conf=57.1727%)
[2025-12-19T20:36:31.188374] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-19T20:36:31.188420] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-19T20:36:31.189662] [INFO ] [main      ] Progress: 377/455 forecasts completed (82.9%). DRMA finished in 0.6s. ETA: 13.1s. Rate: 358.56 forecasts/min
[2025-12-19T20:36:31.199227] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:31.200214] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-19T20:36:31.200265] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-19T20:36:31.200295] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-19T20:36:31.201084] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:31.201147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:31.201887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:31.203512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:31.204045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:31.205102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:31.206720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:31.207740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:31.208398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:31.237455] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-19T20:36:31.237522] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=64.5468%)
[2025-12-19T20:36:31.237895] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-19T20:36:31.237946] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-19T20:36:31.238617] [INFO ] [main      ] Progress: 378/455 forecasts completed (83.1%). CSX finished in 0.6s. ETA: 12.9s. Rate: 359.23 forecasts/min
[2025-12-19T20:36:31.249334] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:31.250228] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-19T20:36:31.250278] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-19T20:36:31.250308] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-19T20:36:31.251102] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-19T20:36:31.251361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:31.253778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:31.254786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:31.257409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:31.258707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:31.261540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:31.264305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:31.266091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:31.266554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:31.267622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:31.269599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:31.274771] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.275371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:31.318759] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.445070] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.495760] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.509039] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-19T20:36:31.509108] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=28.39% (Conf=65.0909%)
[2025-12-19T20:36:31.509264] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-19T20:36:31.509307] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-19T20:36:31.510043] [INFO ] [main      ] Progress: 379/455 forecasts completed (83.3%). GDC finished in 0.6s. ETA: 12.7s. Rate: 358.64 forecasts/min
[2025-12-19T20:36:31.520758] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:31.521790] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-19T20:36:31.521847] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-19T20:36:31.521882] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-19T20:36:31.522697] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:31.522760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:31.527761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:31.528625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:31.529918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:31.531939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-19T20:36:31.532702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:31.534387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:31.538951] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.562909] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-19T20:36:31.562981] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=4.66% (Conf=42.6868%)
[2025-12-19T20:36:31.563335] [INFO ] [main      ] Progress: 380/455 forecasts completed (83.5%). SY finished in 0.6s. ETA: 12.5s. Rate: 359.29 forecasts/min
[2025-12-19T20:36:31.563461] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-19T20:36:31.563506] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-19T20:36:31.575280] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:31.576228] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-19T20:36:31.576287] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-19T20:36:31.576331] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-19T20:36:31.577168] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:31.577230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:31.578060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:31.580421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:31.595970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:31.635506] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.703407] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.785435] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-19T20:36:31.785505] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=52.4799%)
[2025-12-19T20:36:31.785680] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-19T20:36:31.785727] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-19T20:36:31.786889] [INFO ] [main      ] Progress: 381/455 forecasts completed (83.7%). FIZZ finished in 0.6s. ETA: 12.4s. Rate: 358.97 forecasts/min
[2025-12-19T20:36:31.797487] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:31.798398] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-19T20:36:31.798451] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-19T20:36:31.801953] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-19T20:36:31.802828] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:31.802894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:31.807754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:31.809087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:31.811349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:31.815944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:31.817246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:31.820146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:31.820794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:31.869919] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:31.872222] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-19
[2025-12-19T20:36:31.949836] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.014413] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-19T20:36:32.014845] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=59.876%)
[2025-12-19T20:36:32.015188] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-19T20:36:32.015238] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-19T20:36:32.015656] [INFO ] [main      ] Progress: 382/455 forecasts completed (84.0%). TXN finished in 0.8s. ETA: 12.2s. Rate: 358.62 forecasts/min
[2025-12-19T20:36:32.026486] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.027465] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-19T20:36:32.027516] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-19T20:36:32.027548] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-19T20:36:32.028358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:32.028422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:32.029337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:32.031876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:32.033624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:32.034876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:32.035540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:32.038514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.046262] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.115878] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.128195] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-19T20:36:32.128264] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=4.10% (Conf=61.9557%)
[2025-12-19T20:36:32.128425] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-19T20:36:32.128469] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-19T20:36:32.129666] [INFO ] [main      ] Progress: 383/455 forecasts completed (84.2%). PHUN finished in 0.6s. ETA: 12.0s. Rate: 358.92 forecasts/min
[2025-12-19T20:36:32.140442] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.141290] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-19T20:36:32.141341] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-19T20:36:32.141379] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-19T20:36:32.142197] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:32.142259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:32.143014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:32.145467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:32.146589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.160109] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.177065] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-19T20:36:32.177148] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.9535%)
[2025-12-19T20:36:32.177496] [INFO ] [main      ] Progress: 384/455 forecasts completed (84.4%). BGRN finished in 0.6s. ETA: 11.8s. Rate: 359.59 forecasts/min
[2025-12-19T20:36:32.177643] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-19T20:36:32.177687] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-19T20:36:32.189123] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.190078] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-19T20:36:32.190129] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-19T20:36:32.190161] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-19T20:36:32.191003] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:32.191066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:32.195925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:32.196949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:32.197683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:32.201021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:32.203638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:32.205025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.327826] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.385457] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.410078] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-19T20:36:32.410146] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=57.1347%)
[2025-12-19T20:36:32.410306] [INFO ] [main      ] Fetching symbol history for XPRO...
[2025-12-19T20:36:32.410351] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2025-12-19T20:36:32.410875] [INFO ] [main      ] Progress: 385/455 forecasts completed (84.6%). AVA finished in 0.6s. ETA: 11.7s. Rate: 359.22 forecasts/min
[2025-12-19T20:36:32.422163] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.423074] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2025-12-19T20:36:32.423126] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-19T20:36:32.423157] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2025-12-19T20:36:32.423960] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:32.424023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:32.464712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:32.469338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:32.486947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:32.488795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:32.490538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.492397] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.542850] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.558880] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.620760] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-19T20:36:32.620845] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.9894%)
[2025-12-19T20:36:32.621013] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-19T20:36:32.621059] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-19T20:36:32.621867] [INFO ] [main      ] Progress: 386/455 forecasts completed (84.8%). UBND finished in 0.6s. ETA: 11.5s. Rate: 358.97 forecasts/min
[2025-12-19T20:36:32.633472] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.634527] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-19T20:36:32.634604] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-19T20:36:32.634639] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-19T20:36:32.635422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:32.635489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:32.640184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:32.641942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:32.642397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:32.644013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:32.663639] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.682613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.710117] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:32.766942] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-19T20:36:32.767012] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=53.2185%)
[2025-12-19T20:36:32.767167] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-19T20:36:32.767216] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-19T20:36:32.767472] [INFO ] [main      ] Progress: 387/455 forecasts completed (85.1%). IPGP finished in 0.6s. ETA: 11.4s. Rate: 359.09 forecasts/min
[2025-12-19T20:36:32.778879] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.779973] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-19T20:36:32.780025] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-19T20:36:32.780056] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-19T20:36:32.780836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:32.780896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:32.782653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:32.783153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:32.784465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.826335] [DEBUG] [MAG       ] XPRO: Last date is validated at 2025-12-19
[2025-12-19T20:36:32.844941] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-19T20:36:32.845010] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=4.70% (Conf=56.3402%)
[2025-12-19T20:36:32.845381] [INFO ] [main      ] Progress: 388/455 forecasts completed (85.3%). BBCP finished in 0.7s. ETA: 11.2s. Rate: 359.59 forecasts/min
[2025-12-19T20:36:32.845510] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-19T20:36:32.845551] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-19T20:36:32.857396] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:32.858517] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-19T20:36:32.858569] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-19T20:36:32.858625] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-19T20:36:32.859437] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:32.859500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:32.864297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:32.902885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:32.905007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:32.907109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:32.908297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:32.994162] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.021014] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.072099] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2025-12-19T20:36:33.072165] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=3.43% (Conf=59.6816%)
[2025-12-19T20:36:33.072321] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-19T20:36:33.072363] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-19T20:36:33.072873] [INFO ] [main      ] Progress: 389/455 forecasts completed (85.5%). XPRO finished in 0.7s. ETA: 11.0s. Rate: 359.25 forecasts/min
[2025-12-19T20:36:33.083568] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.084611] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-19T20:36:33.084666] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-19T20:36:33.084697] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-19T20:36:33.085509] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:33.085597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:33.090402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:33.091227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:33.093625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:33.094754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.121651] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.188526] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.243789] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.267641] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-19T20:36:33.267708] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=65.4739%)
[2025-12-19T20:36:33.267872] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-19T20:36:33.267921] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-19T20:36:33.268870] [INFO ] [main      ] Progress: 390/455 forecasts completed (85.7%). IGIC finished in 0.6s. ETA: 10.9s. Rate: 359.09 forecasts/min
[2025-12-19T20:36:33.278846] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.280035] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-19T20:36:33.280092] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-19T20:36:33.280125] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-19T20:36:33.280912] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:33.281001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:33.285936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:33.287796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:33.288268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:33.288727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.293314] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.373090] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-19T20:36:33.373157] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=3.44% (Conf=61.961%)
[2025-12-19T20:36:33.373314] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-19T20:36:33.373356] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-19T20:36:33.373880] [INFO ] [main      ] Progress: 391/455 forecasts completed (85.9%). FC finished in 0.6s. ETA: 10.7s. Rate: 359.43 forecasts/min
[2025-12-19T20:36:33.385444] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.386412] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-19T20:36:33.386463] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-19T20:36:33.386493] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-19T20:36:33.387264] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:33.387326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:33.389026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:33.389528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:33.389934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:33.390887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:33.411650] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.427695] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.441171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.513594] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-19T20:36:33.514009] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=45.1902%)
[2025-12-19T20:36:33.514348] [INFO ] [main      ] Progress: 392/455 forecasts completed (86.2%). TD finished in 0.7s. ETA: 10.5s. Rate: 359.58 forecasts/min
[2025-12-19T20:36:33.514473] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-19T20:36:33.514518] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-19T20:36:33.526380] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.527657] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-19T20:36:33.527710] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-19T20:36:33.527741] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-19T20:36:33.528522] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:33.528603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:33.530698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:33.535047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.594478] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.637253] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.760277] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-19T20:36:33.760346] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=58.5776%)
[2025-12-19T20:36:33.760506] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-19T20:36:33.760549] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-19T20:36:33.760889] [INFO ] [main      ] Progress: 393/455 forecasts completed (86.4%). DJCO finished in 0.7s. ETA: 10.4s. Rate: 359.14 forecasts/min
[2025-12-19T20:36:33.771039] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.771978] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-19T20:36:33.772037] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-19T20:36:33.772069] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-19T20:36:33.772854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:33.772916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:33.775207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:33.776861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:33.784126] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.801249] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:33.815432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:33.817658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:33.834822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.887288] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-19
[2025-12-19T20:36:33.889865] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-19T20:36:33.889934] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=41.621%)
[2025-12-19T20:36:33.890272] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-19T20:36:33.890322] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-19T20:36:33.890666] [INFO ] [main      ] Progress: 394/455 forecasts completed (86.6%). BYD finished in 0.6s. ETA: 10.2s. Rate: 359.35 forecasts/min
[2025-12-19T20:36:33.901815] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:33.902674] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-19T20:36:33.902726] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-19T20:36:33.902760] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-19T20:36:33.903517] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:33.903596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:33.909200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:33.910654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:33.952415] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.020150] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-19T20:36:34.020219] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=60.7351%)
[2025-12-19T20:36:34.020379] [INFO ] [main      ] Fetching symbol history for GRND...
[2025-12-19T20:36:34.020421] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2025-12-19T20:36:34.021669] [INFO ] [main      ] Progress: 395/455 forecasts completed (86.8%). BEN finished in 0.6s. ETA: 10.0s. Rate: 359.54 forecasts/min
[2025-12-19T20:36:34.034122] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.035189] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2025-12-19T20:36:34.035240] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-19T20:36:34.035271] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2025-12-19T20:36:34.036052] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:34.036112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:34.040829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:34.041894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:34.059806] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.178206] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.248747] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.267022] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-19T20:36:34.267096] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=56.081%)
[2025-12-19T20:36:34.267461] [INFO ] [main      ] Progress: 396/455 forecasts completed (87.0%). MKL finished in 0.8s. ETA: 9.9s. Rate: 359.11 forecasts/min
[2025-12-19T20:36:34.267609] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-19T20:36:34.267655] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-19T20:36:34.282855] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.283806] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-19T20:36:34.283860] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-19T20:36:34.283892] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-19T20:36:34.284763] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:34.284842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:34.289957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:34.291904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:34.292415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:34.292832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:34.293777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:34.352533] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.383257] [DEBUG] [MAG       ] GRND: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.418867] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.429539] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-19T20:36:34.429623] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=48.8376%)
[2025-12-19T20:36:34.429793] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-19T20:36:34.429845] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-19T20:36:34.430874] [INFO ] [main      ] Progress: 397/455 forecasts completed (87.3%). SRI finished in 0.7s. ETA: 9.7s. Rate: 359.13 forecasts/min
[2025-12-19T20:36:34.440615] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.441451] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-19T20:36:34.441501] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-19T20:36:34.441532] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-19T20:36:34.442295] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:34.442356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:34.447020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:34.447998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:34.449749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:34.482135] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-19T20:36:34.482204] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=55.7434%)
[2025-12-19T20:36:34.482542] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-19T20:36:34.482607] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-19T20:36:34.482654] [INFO ] [main      ] Progress: 398/455 forecasts completed (87.5%). DTIL finished in 0.6s. ETA: 9.5s. Rate: 359.76 forecasts/min
[2025-12-19T20:36:34.493057] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.493908] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-19T20:36:34.493959] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-19T20:36:34.493989] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-19T20:36:34.494760] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:34.494819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:34.496460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:34.496978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:34.497366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:34.503304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:34.557836] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.632780] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2025-12-19T20:36:34.632847] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=53.7369%)
[2025-12-19T20:36:34.633001] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-19T20:36:34.633044] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-19T20:36:34.634541] [INFO ] [main      ] Progress: 399/455 forecasts completed (87.7%). GRND finished in 0.6s. ETA: 9.3s. Rate: 359.84 forecasts/min
[2025-12-19T20:36:34.634406] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.644269] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.645408] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-19T20:36:34.645469] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-19T20:36:34.645500] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-19T20:36:34.646293] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:34.646355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:34.651047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:34.652821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:34.653334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:34.653749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:34.654625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:34.656936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:34.657594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:34.784590] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.839844] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-19
[2025-12-19T20:36:34.862404] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.950244] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:34.970524] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-19T20:36:34.970611] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=64.1105%)
[2025-12-19T20:36:34.970959] [INFO ] [main      ] Progress: 400/455 forecasts completed (87.9%). AVB finished in 0.7s. ETA: 9.2s. Rate: 358.92 forecasts/min
[2025-12-19T20:36:34.971080] [INFO ] [main      ] Fetching symbol history for AMZD...
[2025-12-19T20:36:34.971123] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2025-12-19T20:36:34.982672] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:34.983658] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2025-12-19T20:36:34.983712] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2025-12-19T20:36:34.983743] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2025-12-19T20:36:34.984553] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:34.984636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:34.989428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:34.991298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:34.991788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:34.992217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:34.992619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:34.993365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:34.994192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:34.995987] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-19
[2025-12-19T20:36:35.013256] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.074391] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-19T20:36:35.074472] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=47.3624%)
[2025-12-19T20:36:35.074971] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-19T20:36:35.075027] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-19T20:36:35.075676] [INFO ] [main      ] Progress: 401/455 forecasts completed (88.1%). RES finished in 0.6s. ETA: 9.0s. Rate: 359.26 forecasts/min
[2025-12-19T20:36:35.077023] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-19T20:36:35.077092] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-2.65% (Conf=68.0828%)
[2025-12-19T20:36:35.077257] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-19T20:36:35.077302] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-19T20:36:35.077635] [INFO ] [main      ] Progress: 402/455 forecasts completed (88.4%). DASH finished in 0.6s. ETA: 8.8s. Rate: 360.14 forecasts/min
[2025-12-19T20:36:35.086746] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.087663] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-19T20:36:35.087717] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-19T20:36:35.087750] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-19T20:36:35.088226] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.088540] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:35.088625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:35.089011] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-19T20:36:35.089063] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-19T20:36:35.089094] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-19T20:36:35.089861] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:35.089928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:35.090771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:35.092019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:35.093139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-19T20:36:35.093648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:35.095072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:35.095876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-19T20:36:35.097522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.098161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:35.099752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.103098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:35.105400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.168209] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.231853] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-19T20:36:35.231924] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=56.0761%)
[2025-12-19T20:36:35.232087] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-19T20:36:35.232131] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-19T20:36:35.233687] [INFO ] [main      ] Progress: 403/455 forecasts completed (88.6%). TBB finished in 0.6s. ETA: 8.7s. Rate: 360.20 forecasts/min
[2025-12-19T20:36:35.244127] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.245248] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-19T20:36:35.245307] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-19T20:36:35.245340] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-19T20:36:35.246190] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:35.246253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:35.247144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:35.287861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.449688] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-19
[2025-12-19T20:36:35.450757] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-19
[2025-12-19T20:36:35.466511] [DEBUG] [MAG       ] AMZD: Last date is validated at 2025-12-19
[2025-12-19T20:36:35.619930] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.630060] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.633370] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.679312] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-19
[2025-12-19T20:36:35.684451] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-19T20:36:35.684519] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-5.70% (Conf=55.8061%)
[2025-12-19T20:36:35.684889] [INFO ] [main      ] Fetching symbol history for CVAC...
[2025-12-19T20:36:35.684940] [DEBUG] [REMOTE    ] CVAC: Fetching historical data.
[2025-12-19T20:36:35.684912] [INFO ] [main      ] Progress: 404/455 forecasts completed (88.8%). QVCC finished in 0.6s. ETA: 8.5s. Rate: 358.68 forecasts/min
[2025-12-19T20:36:35.695849] [DEBUG] [REMOTE    ] CVAC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.697816] [DEBUG] [LOCAL     ] Loaded configuration for CVAC: 9 features, N/A% accuracy
[2025-12-19T20:36:35.697876] [INFO ] [LOCAL     ] CVAC: Loaded 9 optimal features with 53.86% confidence from JSON config
[2025-12-19T20:36:35.697908] [DEBUG] [MAG       ] Building data for symbol: CVAC with lookback: 0
[2025-12-19T20:36:35.698823] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:35.698897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:35.703731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:35.705100] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-19T20:36:35.705190] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=54.6429%)
[2025-12-19T20:36:35.705360] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-19T20:36:35.705404] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-19T20:36:35.705869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:35.706381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:35.706630] [INFO ] [main      ] Progress: 405/455 forecasts completed (89.0%). SAFE finished in 0.6s. ETA: 8.3s. Rate: 359.46 forecasts/min
[2025-12-19T20:36:35.706790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:35.707160] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2025-12-19T20:36:35.707217] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=56.9688%)
[2025-12-19T20:36:35.707532] [INFO ] [main      ] Progress: 406/455 forecasts completed (89.2%). AMZD finished in 0.7s. ETA: 8.2s. Rate: 360.34 forecasts/min
[2025-12-19T20:36:35.707518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:35.707652] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-19T20:36:35.707696] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-19T20:36:35.708431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:35.710503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:35.711921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-19T20:36:35.713599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.716950] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.718762] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-19T20:36:35.718829] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-19T20:36:35.718875] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-19T20:36:35.719687] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:35.719756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:35.723650] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.724663] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-19T20:36:35.724734] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-19T20:36:35.724781] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-19T20:36:35.724911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:35.725884] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:35.725965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:35.726772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:35.727269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:35.728170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:35.728954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.733132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:35.735779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:35.758830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:35.852133] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:35.934171] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-19T20:36:35.934238] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=7.13% (Conf=63.9359%)
[2025-12-19T20:36:35.934396] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-19T20:36:35.934439] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-19T20:36:35.934872] [INFO ] [main      ] Progress: 407/455 forecasts completed (89.5%). HSAI finished in 0.7s. ETA: 8.0s. Rate: 360.02 forecasts/min
[2025-12-19T20:36:35.945618] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:35.946563] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-19T20:36:35.946637] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-19T20:36:35.946669] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-19T20:36:35.947450] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:35.947510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:35.949623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:35.964751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.050557] [DEBUG] [MAG       ] CVAC: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.087303] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.102479] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.216391] [DEBUG] [MAG       ] CVAC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.253282] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.272421] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.281462] [INFO ] [LOCAL     ] CVAC: Saved forecast.
[2025-12-19T20:36:36.281537] [INFO ] [main      ] CVAC: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=53.8556%)
[2025-12-19T20:36:36.281900] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-19T20:36:36.281950] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-19T20:36:36.282661] [INFO ] [main      ] Progress: 408/455 forecasts completed (89.7%). CVAC finished in 0.6s. ETA: 7.9s. Rate: 359.06 forecasts/min
[2025-12-19T20:36:36.292550] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.293436] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-19T20:36:36.293486] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-19T20:36:36.293518] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-19T20:36:36.294279] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:36.294341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:36.299029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:36.300845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:36.301328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:36.301727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:36.302418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.309400] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.345526] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-19T20:36:36.345615] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-3.96% (Conf=54.2686%)
[2025-12-19T20:36:36.346108] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-19T20:36:36.346015] [INFO ] [main      ] Progress: 409/455 forecasts completed (89.9%). AMPL finished in 0.6s. ETA: 7.7s. Rate: 359.60 forecasts/min
[2025-12-19T20:36:36.346156] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-19T20:36:36.358701] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.359658] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-19T20:36:36.359711] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-19T20:36:36.359743] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-19T20:36:36.360700] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:36.360778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:36.363141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:36.363729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:36.367033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.383956] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-19T20:36:36.384023] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=55.26%)
[2025-12-19T20:36:36.384390] [INFO ] [main      ] Progress: 410/455 forecasts completed (90.1%). AYI finished in 0.7s. ETA: 7.5s. Rate: 360.28 forecasts/min
[2025-12-19T20:36:36.384582] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-19T20:36:36.384631] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-19T20:36:36.395520] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.396498] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-19T20:36:36.396550] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-19T20:36:36.396604] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-19T20:36:36.397411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:36.397474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:36.399254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:36.399851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:36.400316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:36.400761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:36.401711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:36.402404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.484114] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.549448] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-19T20:36:36.549526] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=44.2832%)
[2025-12-19T20:36:36.550014] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-19T20:36:36.550068] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-19T20:36:36.550671] [INFO ] [main      ] Progress: 411/455 forecasts completed (90.3%). DUKB finished in 0.6s. ETA: 7.3s. Rate: 360.28 forecasts/min
[2025-12-19T20:36:36.562174] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.563235] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-19T20:36:36.563285] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-19T20:36:36.563316] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-19T20:36:36.564110] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:36.564173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:36.569005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:36.569962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.639431] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.718648] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.743769] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.805117] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.889259] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.901897] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-19T20:36:36.901965] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=14.48% (Conf=33.4887%)
[2025-12-19T20:36:36.902534] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-19T20:36:36.902601] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-19T20:36:36.902664] [INFO ] [main      ] Progress: 412/455 forecasts completed (90.5%). STKH finished in 0.6s. ETA: 7.2s. Rate: 359.31 forecasts/min
[2025-12-19T20:36:36.910329] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:36.912701] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-19
[2025-12-19T20:36:36.913128] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.914043] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-19T20:36:36.914095] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-19T20:36:36.914126] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-19T20:36:36.914902] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:36.914960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:36.917291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:36.944848] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-19T20:36:36.944921] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=37.5869%)
[2025-12-19T20:36:36.945080] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-19T20:36:36.945123] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-19T20:36:36.945990] [INFO ] [main      ] Progress: 413/455 forecasts completed (90.8%). PFD finished in 0.6s. ETA: 7.0s. Rate: 359.96 forecasts/min
[2025-12-19T20:36:36.956783] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.957732] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-19T20:36:36.957789] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-19T20:36:36.957824] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-19T20:36:36.958709] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:36.958782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:36.960536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:36.961087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:36.961536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:36.962470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:36.975181] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-19T20:36:36.975245] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=67.991%)
[2025-12-19T20:36:36.975605] [INFO ] [main      ] Progress: 414/455 forecasts completed (91.0%). XRX finished in 0.6s. ETA: 6.8s. Rate: 360.67 forecasts/min
[2025-12-19T20:36:36.975726] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-19T20:36:36.975769] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-19T20:36:36.986552] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:36.987466] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-19T20:36:36.987517] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-19T20:36:36.987547] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-19T20:36:36.988397] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:36.988461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:36.993264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:36.994248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:36.996687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:36.998312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-19T20:36:36.999034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.071394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:37.072640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:37.073265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:37.076136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.087838] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:37.150766] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-19T20:36:37.150854] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=44.8838%)
[2025-12-19T20:36:37.151044] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-19T20:36:37.151094] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-19T20:36:37.151867] [INFO ] [main      ] Progress: 415/455 forecasts completed (91.2%). SKLZ finished in 0.6s. ETA: 6.7s. Rate: 360.62 forecasts/min
[2025-12-19T20:36:37.162417] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:37.163348] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-19T20:36:37.163405] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-19T20:36:37.163446] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-19T20:36:37.164265] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:37.164327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:37.169238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:37.170208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.308136] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-19
[2025-12-19T20:36:37.329395] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-19
[2025-12-19T20:36:37.414799] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-19
[2025-12-19T20:36:37.491337] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:37.496745] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:37.517077] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-19
[2025-12-19T20:36:37.582404] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:37.589851] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-19T20:36:37.589920] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=-3.65% (Conf=49.7247%)
[2025-12-19T20:36:37.590246] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-19T20:36:37.590295] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-19T20:36:37.590290] [INFO ] [main      ] Progress: 416/455 forecasts completed (91.4%). CGON finished in 0.7s. ETA: 6.5s. Rate: 359.21 forecasts/min
[2025-12-19T20:36:37.601123] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:37.602065] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-19T20:36:37.602114] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-19T20:36:37.604042] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-19T20:36:37.604121] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=76.28%)
[2025-12-19T20:36:37.604494] [INFO ] [main      ] Progress: 417/455 forecasts completed (91.6%). NVDD finished in 0.6s. ETA: 6.3s. Rate: 360.00 forecasts/min
[2025-12-19T20:36:37.604736] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-19T20:36:37.604786] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-19T20:36:37.602144] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-19T20:36:37.606920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:37.606980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:37.611680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:37.613490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-19T20:36:37.614628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.616111] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:37.617031] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-19T20:36:37.617083] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-19T20:36:37.617453] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-19T20:36:37.618271] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:37.618334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:37.620038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:37.620541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:37.670003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:37.672109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:37.673202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.674630] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-19T20:36:37.674704] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=55.9998%)
[2025-12-19T20:36:37.675173] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-19T20:36:37.675230] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-19T20:36:37.675660] [INFO ] [main      ] Progress: 418/455 forecasts completed (91.9%). ASA finished in 0.7s. ETA: 6.2s. Rate: 360.49 forecasts/min
[2025-12-19T20:36:37.686296] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:37.687960] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:37.688959] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-19T20:36:37.689016] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-19T20:36:37.689048] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-19T20:36:37.690017] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:37.690094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:37.690886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.761148] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-19T20:36:37.761555] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=53.4251%)
[2025-12-19T20:36:37.761732] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-19T20:36:37.761783] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-19T20:36:37.763651] [INFO ] [main      ] Progress: 419/455 forecasts completed (92.1%). CVEO finished in 0.6s. ETA: 6.0s. Rate: 360.90 forecasts/min
[2025-12-19T20:36:37.772944] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:37.773996] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-19T20:36:37.774048] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-19T20:36:37.774079] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-19T20:36:37.774881] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:37.774942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:37.776627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:37.777137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:37.777523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:37.778402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:37.973536] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.012763] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.032546] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.114500] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.156812] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.185708] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.206073] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.252656] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-19T20:36:38.252728] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=64.9168%)
[2025-12-19T20:36:38.253097] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-19T20:36:38.253148] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-19T20:36:38.253133] [INFO ] [main      ] Progress: 420/455 forecasts completed (92.3%). ED finished in 0.7s. ETA: 5.8s. Rate: 359.24 forecasts/min
[2025-12-19T20:36:38.260252] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-19T20:36:38.260329] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-19T20:36:38.260512] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-19T20:36:38.260563] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-19T20:36:38.260926] [INFO ] [main      ] Progress: 421/455 forecasts completed (92.5%). VGSH finished in 0.6s. ETA: 5.7s. Rate: 360.05 forecasts/min
[2025-12-19T20:36:38.265560] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.266801] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-19T20:36:38.266864] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-19T20:36:38.266904] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-19T20:36:38.267964] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:38.268049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:38.270167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:38.270744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:38.271175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:38.271969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.272525] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.274263] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-19T20:36:38.274320] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-19T20:36:38.274353] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-19T20:36:38.275186] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:38.275248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:38.280560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:38.282739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.295111] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.305964] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-19T20:36:38.306032] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=66.095%)
[2025-12-19T20:36:38.306375] [INFO ] [main      ] Progress: 422/455 forecasts completed (92.7%). GSHD finished in 0.7s. ETA: 5.5s. Rate: 360.67 forecasts/min
[2025-12-19T20:36:38.306500] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-19T20:36:38.306543] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-19T20:36:38.317340] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.318255] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-19T20:36:38.318305] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-19T20:36:38.318336] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-19T20:36:38.319178] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-19T20:36:38.319243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:38.323935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:38.325703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:38.326165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:38.326540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:38.327444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:38.328115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-19T20:36:38.329226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:38.330327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:38.330784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-19T20:36:38.332738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.353365] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-19T20:36:38.353434] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=46.2536%)
[2025-12-19T20:36:38.353608] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-19T20:36:38.353653] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-19T20:36:38.353855] [INFO ] [main      ] Progress: 423/455 forecasts completed (93.0%). ELVA finished in 0.6s. ETA: 5.3s. Rate: 361.28 forecasts/min
[2025-12-19T20:36:38.365159] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.366439] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-19T20:36:38.366490] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-19T20:36:38.366521] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-19T20:36:38.367321] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-19T20:36:38.367383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:38.369238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:38.369812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:38.370261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:38.444974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:38.449741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:38.451908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:38.452973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.625812] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.631091] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.670475] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.786921] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-19
[2025-12-19T20:36:38.802531] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.803672] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.843397] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.873933] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-19T20:36:38.874008] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=5.40% (Conf=56.69%)
[2025-12-19T20:36:38.874196] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-19T20:36:38.874246] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-19T20:36:38.874298] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-19T20:36:38.874369] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-4.10% (Conf=52.2565%)
[2025-12-19T20:36:38.874528] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-19T20:36:38.874590] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-19T20:36:38.874480] [INFO ] [main      ] Progress: 424/455 forecasts completed (93.2%). AG finished in 0.6s. ETA: 5.2s. Rate: 359.47 forecasts/min
[2025-12-19T20:36:38.874832] [INFO ] [main      ] Progress: 425/455 forecasts completed (93.4%). SDA finished in 0.6s. ETA: 5.0s. Rate: 360.32 forecasts/min
[2025-12-19T20:36:38.885939] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.886299] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.887001] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-19T20:36:38.887059] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-19T20:36:38.887094] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-19T20:36:38.887348] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-19T20:36:38.887400] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-19T20:36:38.887431] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-19T20:36:38.887969] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:38.888035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:38.888387] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-19T20:36:38.888462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:38.888879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:38.889275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:38.889570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.890159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:38.892651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:38.951961] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:38.964647] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-19T20:36:38.964715] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=50.152%)
[2025-12-19T20:36:38.965032] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-19T20:36:38.965081] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-19T20:36:38.965977] [INFO ] [main      ] Progress: 426/455 forecasts completed (93.6%). BAP finished in 0.7s. ETA: 4.8s. Rate: 360.70 forecasts/min
[2025-12-19T20:36:38.976878] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:38.977651] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-19T20:36:38.977707] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-19T20:36:38.977738] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-19T20:36:38.978486] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:38.978555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:38.983402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:38.985235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:38.985771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:38.986295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:38.986804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:38.989229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:38.990083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:38.991640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-19T20:36:38.995471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.015435] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-19T20:36:39.015506] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=59.7414%)
[2025-12-19T20:36:39.015683] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-19T20:36:39.015727] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-19T20:36:39.016923] [INFO ] [main      ] Progress: 427/455 forecasts completed (93.8%). SCM finished in 0.7s. ETA: 4.6s. Rate: 361.29 forecasts/min
[2025-12-19T20:36:39.028330] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:39.029328] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-19T20:36:39.029388] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-19T20:36:39.029421] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-19T20:36:39.030327] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:39.030394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:39.035268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:39.036146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:39.036995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:39.083451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:39.084967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:39.087018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:39.088434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-19T20:36:39.089597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-19T20:36:39.092470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.240022] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.267638] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.340462] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.416124] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:39.437877] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:39.441149] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.477345] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-19T20:36:39.477417] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=61.7668%)
[2025-12-19T20:36:39.477793] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-19T20:36:39.477847] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-19T20:36:39.478688] [INFO ] [main      ] Progress: 428/455 forecasts completed (94.1%). KBWD finished in 0.6s. ETA: 4.5s. Rate: 359.79 forecasts/min
[2025-12-19T20:36:39.489736] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:39.490930] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-19T20:36:39.491003] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-19T20:36:39.491038] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-19T20:36:39.491876] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:39.491945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:39.496842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:39.498684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:39.499499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-19T20:36:39.500285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:39.502546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.503961] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-19T20:36:39.504031] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=56.3068%)
[2025-12-19T20:36:39.504193] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-19T20:36:39.504238] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-19T20:36:39.504915] [INFO ] [main      ] Progress: 429/455 forecasts completed (94.3%). ASTL finished in 0.6s. ETA: 4.3s. Rate: 360.50 forecasts/min
[2025-12-19T20:36:39.515938] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:39.516143] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:39.517077] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-19T20:36:39.517129] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-19T20:36:39.517159] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-19T20:36:39.517953] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:39.518014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:39.522996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:39.524830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:39.525321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:39.525724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.611092] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-19T20:36:39.611163] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=53.3053%)
[2025-12-19T20:36:39.611552] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-19T20:36:39.611629] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-19T20:36:39.611661] [INFO ] [main      ] Progress: 430/455 forecasts completed (94.5%). FOXA finished in 0.6s. ETA: 4.2s. Rate: 360.80 forecasts/min
[2025-12-19T20:36:39.618084] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:39.622614] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:39.623658] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-19T20:36:39.623727] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-19T20:36:39.623759] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-19T20:36:39.624529] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:39.624608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:39.626325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:39.626856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:39.629298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:39.630132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:39.630777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.747151] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-19T20:36:39.747221] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=4.85% (Conf=61.9164%)
[2025-12-19T20:36:39.747386] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-19T20:36:39.747431] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-19T20:36:39.748678] [INFO ] [main      ] Progress: 431/455 forecasts completed (94.7%). GLTO finished in 0.7s. ETA: 4.0s. Rate: 360.95 forecasts/min
[2025-12-19T20:36:39.759524] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:39.760678] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-19T20:36:39.760734] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-19T20:36:39.760766] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-19T20:36:39.761741] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:39.761805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:39.766997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-19T20:36:39.767894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:39.844336] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.876221] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-19
[2025-12-19T20:36:39.981429] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.014921] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.043294] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.118929] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.131538] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-19T20:36:40.131625] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=51.0035%)
[2025-12-19T20:36:40.131786] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-19T20:36:40.131828] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-19T20:36:40.132903] [INFO ] [main      ] Progress: 432/455 forecasts completed (94.9%). GME finished in 0.6s. ETA: 3.8s. Rate: 359.86 forecasts/min
[2025-12-19T20:36:40.143436] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.144527] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-19T20:36:40.144600] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-19T20:36:40.144635] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-19T20:36:40.145414] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:40.145475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:40.150198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-19T20:36:40.151492] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.154787] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-19T20:36:40.154859] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=57.3855%)
[2025-12-19T20:36:40.155216] [INFO ] [main      ] Progress: 433/455 forecasts completed (95.2%). CMI finished in 0.7s. ETA: 3.7s. Rate: 360.58 forecasts/min
[2025-12-19T20:36:40.155341] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-19T20:36:40.155384] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-19T20:36:40.167049] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.168007] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-19T20:36:40.168059] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-19T20:36:40.168092] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-19T20:36:40.168916] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:40.168980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:40.173797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-19T20:36:40.174642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:40.175473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-19T20:36:40.178030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:40.179442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:40.181504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.229553] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-19T20:36:40.229640] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=5.96% (Conf=61.8475%)
[2025-12-19T20:36:40.230102] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-19T20:36:40.230154] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-19T20:36:40.230659] [INFO ] [main      ] Progress: 434/455 forecasts completed (95.4%). ENVX finished in 0.6s. ETA: 3.5s. Rate: 361.03 forecasts/min
[2025-12-19T20:36:40.240726] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.242420] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-19T20:36:40.242472] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-19T20:36:40.242503] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-19T20:36:40.243275] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:40.243360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:40.251887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:40.253897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:40.254375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:40.258296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-19T20:36:40.258567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:40.259450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-19T20:36:40.260099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-19T20:36:40.260441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:40.262964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:40.263117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.277211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.298361] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.366226] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-19T20:36:40.366307] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-4.26% (Conf=47.8626%)
[2025-12-19T20:36:40.366744] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-19T20:36:40.366808] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-19T20:36:40.367628] [INFO ] [main      ] Progress: 435/455 forecasts completed (95.6%). ALVO finished in 0.6s. ETA: 3.3s. Rate: 361.18 forecasts/min
[2025-12-19T20:36:40.379019] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.380114] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-19T20:36:40.380173] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-19T20:36:40.380207] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-19T20:36:40.381351] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:40.381417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:40.383183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:40.383733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:40.433806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-19T20:36:40.435869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.521886] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.624008] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.656415] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.692252] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.785863] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-19
[2025-12-19T20:36:40.797000] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.823895] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.832588] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-19T20:36:40.832661] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=65.5803%)
[2025-12-19T20:36:40.832985] [INFO ] [main      ] Fetching symbol history for EVAX...
[2025-12-19T20:36:40.833038] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2025-12-19T20:36:40.833970] [INFO ] [main      ] Progress: 436/455 forecasts completed (95.8%). SATS finished in 0.7s. ETA: 3.2s. Rate: 359.69 forecasts/min
[2025-12-19T20:36:40.846909] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.847817] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2025-12-19T20:36:40.847868] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2025-12-19T20:36:40.847899] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2025-12-19T20:36:40.848713] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:40.848777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:40.853637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:40.855451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:40.855952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:40.856397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:40.856809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:40.857859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.866902] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-19T20:36:40.866970] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=4.93% (Conf=51.3107%)
[2025-12-19T20:36:40.867329] [INFO ] [main      ] Progress: 437/455 forecasts completed (96.0%). PSQH finished in 0.6s. ETA: 3.0s. Rate: 360.35 forecasts/min
[2025-12-19T20:36:40.867455] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-19T20:36:40.867497] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-19T20:36:40.878975] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.880201] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-19T20:36:40.880264] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-19T20:36:40.880296] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-19T20:36:40.881251] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:40.881320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:40.883119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:40.883679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:40.884073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:40.904271] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-19T20:36:40.904339] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-3.04% (Conf=51.32%)
[2025-12-19T20:36:40.904495] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-19T20:36:40.904538] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-19T20:36:40.904894] [INFO ] [main      ] Progress: 438/455 forecasts completed (96.3%). GEN finished in 0.8s. ETA: 2.8s. Rate: 360.99 forecasts/min
[2025-12-19T20:36:40.915776] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:40.916676] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-19T20:36:40.916727] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-19T20:36:40.917107] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-19T20:36:40.917888] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:40.917951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:40.919631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:40.920141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:40.920526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:40.921434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:40.922436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:40.926553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-19T20:36:40.927874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-19T20:36:40.929952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:40.958596] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:40.962480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.033134] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-19T20:36:41.033202] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=50.8925%)
[2025-12-19T20:36:41.033356] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-19T20:36:41.033399] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-19T20:36:41.033861] [INFO ] [main      ] Progress: 439/455 forecasts completed (96.5%). ENB finished in 0.7s. ETA: 2.7s. Rate: 361.17 forecasts/min
[2025-12-19T20:36:41.044554] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:41.045474] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-19T20:36:41.045524] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-19T20:36:41.045554] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-19T20:36:41.046344] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-19T20:36:41.046408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:41.051295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:41.053157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:41.053670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:41.054107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-19T20:36:41.093921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:41.095049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-19T20:36:41.142105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-19T20:36:41.144881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.198484] [DEBUG] [MAG       ] EVAX: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.263969] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.301919] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.364930] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:41.429340] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:41.442368] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2025-12-19T20:36:41.442441] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=9.28% (Conf=53.2426%)
[2025-12-19T20:36:41.442808] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-19T20:36:41.442860] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-19T20:36:41.443662] [INFO ] [main      ] Progress: 440/455 forecasts completed (96.7%). EVAX finished in 0.6s. ETA: 2.5s. Rate: 359.97 forecasts/min
[2025-12-19T20:36:41.454701] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:41.455889] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-19T20:36:41.455943] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-19T20:36:41.455975] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-19T20:36:41.456786] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-19T20:36:41.456847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:41.457432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:41.459543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.470309] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:41.486084] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.514763] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-19T20:36:41.514831] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=67.3035%)
[2025-12-19T20:36:41.515264] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-19T20:36:41.515314] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-19T20:36:41.515286] [INFO ] [main      ] Progress: 441/455 forecasts completed (96.9%). ITRN finished in 0.6s. ETA: 2.3s. Rate: 360.44 forecasts/min
[2025-12-19T20:36:41.526885] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 299 rows of historical data.
[2025-12-19T20:36:41.527918] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-19T20:36:41.527970] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-19T20:36:41.528002] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-19T20:36:41.528786] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:41.528845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:41.530560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:41.531116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:41.531501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:41.532425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:41.533630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.538831] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-19T20:36:41.538899] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=47.5106%)
[2025-12-19T20:36:41.539221] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-19T20:36:41.539270] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-19T20:36:41.540189] [INFO ] [main      ] Progress: 442/455 forecasts completed (97.1%). PUK finished in 0.7s. ETA: 2.2s. Rate: 361.13 forecasts/min
[2025-12-19T20:36:41.550588] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:41.551891] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-19T20:36:41.551958] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-19T20:36:41.551993] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-19T20:36:41.552810] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:41.552872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:41.557736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:41.559622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:41.560139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:41.560554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.661071] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:41.731878] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-19T20:36:41.731946] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=42.3952%)
[2025-12-19T20:36:41.732298] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-19T20:36:41.732351] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-19T20:36:41.732660] [INFO ] [main      ] Progress: 443/455 forecasts completed (97.4%). RCS finished in 0.7s. ETA: 2.0s. Rate: 361.00 forecasts/min
[2025-12-19T20:36:41.744203] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:41.745303] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-19T20:36:41.745355] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-19T20:36:41.745388] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-19T20:36:41.746221] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-19T20:36:41.746284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-19T20:36:41.746990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:41.748093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:41.749928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-19T20:36:41.755835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:41.798993] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.868541] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.905907] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-19
[2025-12-19T20:36:41.967172] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.033649] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.063808] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-19T20:36:42.063890] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=66.5492%)
[2025-12-19T20:36:42.064295] [INFO ] [main      ] Fetching symbol history for VLY...
[2025-12-19T20:36:42.064352] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2025-12-19T20:36:42.064665] [INFO ] [main      ] Progress: 444/455 forecasts completed (97.6%). WH finished in 0.6s. ETA: 1.8s. Rate: 360.19 forecasts/min
[2025-12-19T20:36:42.075427] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.075898] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.077069] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2025-12-19T20:36:42.077123] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2025-12-19T20:36:42.077156] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2025-12-19T20:36:42.077963] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-19T20:36:42.078037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:42.079784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:42.080294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:42.080765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:42.081683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:42.083370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:42.084635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-19T20:36:42.085668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-19T20:36:42.087219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:42.088252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:42.089939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:42.091012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:42.091719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.096327] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-19T20:36:42.096403] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=52.4915%)
[2025-12-19T20:36:42.096554] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-19T20:36:42.096615] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-19T20:36:42.096873] [INFO ] [main      ] Progress: 445/455 forecasts completed (97.8%). CZWI finished in 0.6s. ETA: 1.7s. Rate: 360.85 forecasts/min
[2025-12-19T20:36:42.097984] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-19
[2025-12-19T20:36:42.107406] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.108389] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-19T20:36:42.108439] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-19T20:36:42.108470] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-19T20:36:42.109267] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:42.109326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-19T20:36:42.110351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.160544] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-19T20:36:42.160630] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=54.9336%)
[2025-12-19T20:36:42.160983] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-19T20:36:42.161032] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-19T20:36:42.161646] [INFO ] [main      ] Progress: 446/455 forecasts completed (98.0%). CTS finished in 0.6s. ETA: 1.5s. Rate: 361.34 forecasts/min
[2025-12-19T20:36:42.172727] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.174330] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-19T20:36:42.174385] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-19T20:36:42.174417] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-19T20:36:42.175182] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:42.175244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:42.179939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:42.181189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-19T20:36:42.253975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-19T20:36:42.254871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:42.255917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-19T20:36:42.257450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.263745] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.352442] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-19T20:36:42.352512] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=59.8429%)
[2025-12-19T20:36:42.352690] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-19T20:36:42.352735] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-19T20:36:42.355657] [INFO ] [main      ] Progress: 447/455 forecasts completed (98.2%). EVH finished in 0.6s. ETA: 1.3s. Rate: 361.21 forecasts/min
[2025-12-19T20:36:42.364200] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.365167] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-19T20:36:42.365217] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-19T20:36:42.365249] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-19T20:36:42.366067] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-19T20:36:42.366130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:42.370975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:42.372778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:42.373266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:42.373679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-19T20:36:42.375370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:42.377383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.431472] [DEBUG] [MAG       ] VLY: Last date is validated at 2025-12-19
[2025-12-19T20:36:42.442376] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-19
[2025-12-19T20:36:42.586001] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-19
[2025-12-19T20:36:42.599649] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.608563] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.675002] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2025-12-19T20:36:42.675073] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=55.9151%)
[2025-12-19T20:36:42.675437] [INFO ] [main      ] Progress: 448/455 forecasts completed (98.5%). VLY finished in 0.6s. ETA: 1.2s. Rate: 360.46 forecasts/min
[2025-12-19T20:36:42.675566] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-19T20:36:42.675627] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-19T20:36:42.687759] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.688790] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-19T20:36:42.688843] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-19T20:36:42.688875] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-19T20:36:42.689676] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:42.689740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-19T20:36:42.690820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-19T20:36:42.692255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-19T20:36:42.696516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-19T20:36:42.698534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-19T20:36:42.712773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.722090] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-19
[2025-12-19T20:36:42.751024] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.753860] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-19T20:36:42.753927] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-5.81% (Conf=37.298%)
[2025-12-19T20:36:42.754281] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-19T20:36:42.754332] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-19T20:36:42.754654] [INFO ] [main      ] Progress: 449/455 forecasts completed (98.7%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 360.88 forecasts/min
[2025-12-19T20:36:42.764947] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.765741] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-19T20:36:42.765793] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-19T20:36:42.765824] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-19T20:36:42.766565] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-19T20:36:42.766645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-19T20:36:42.771322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:42.773051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:42.773517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:42.773968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:42.774350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.829743] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-19T20:36:42.829810] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=2.88% (Conf=74.0614%)
[2025-12-19T20:36:42.830158] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-19T20:36:42.830208] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-19T20:36:42.830651] [INFO ] [main      ] Progress: 450/455 forecasts completed (98.9%). DOMO finished in 0.7s. ETA: 0.8s. Rate: 361.32 forecasts/min
[2025-12-19T20:36:42.840528] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.841423] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-19T20:36:42.841475] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-19T20:36:42.841506] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-19T20:36:42.842270] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-19T20:36:42.842335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-19T20:36:42.843999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-19T20:36:42.844488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-19T20:36:42.844887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-19T20:36:42.846848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-19T20:36:42.847318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-19T20:36:42.848310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-19T20:36:42.849978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-19T20:36:42.850991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-19T20:36:42.851672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:42.894720] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:42.969974] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-19T20:36:42.970046] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=51.3729%)
[2025-12-19T20:36:42.970203] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-19T20:36:42.970246] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-19T20:36:42.971668] [INFO ] [main      ] Progress: 451/455 forecasts completed (99.1%). RF finished in 0.6s. ETA: 0.7s. Rate: 361.44 forecasts/min
[2025-12-19T20:36:42.981635] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-19T20:36:42.982801] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-19T20:36:42.982853] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-19T20:36:42.982884] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-19T20:36:42.983668] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-19T20:36:42.983726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-19T20:36:42.984569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-19T20:36:43.050056] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-19
[2025-12-19T20:36:43.108242] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-19
[2025-12-19T20:36:43.197833] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-19
[2025-12-19T20:36:43.216679] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:43.288014] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-19T20:36:43.288290] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=53.2527%)
[2025-12-19T20:36:43.288736] [INFO ] [main      ] Progress: 452/455 forecasts completed (99.3%). REAX finished in 0.6s. ETA: 0.5s. Rate: 360.71 forecasts/min
[2025-12-19T20:36:43.294926] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:43.322482] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-19
[2025-12-19T20:36:43.355244] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-19T20:36:43.355311] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=52.416%)
[2025-12-19T20:36:43.355644] [INFO ] [main      ] Progress: 453/455 forecasts completed (99.6%). EFC finished in 0.6s. ETA: 0.3s. Rate: 361.19 forecasts/min
[2025-12-19T20:36:43.367596] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:43.430029] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-19T20:36:43.430100] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=42.6694%)
[2025-12-19T20:36:43.430435] [INFO ] [main      ] Progress: 454/455 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 361.63 forecasts/min
[2025-12-19T20:36:43.489534] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-22
[2025-12-19T20:36:43.547938] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-19T20:36:43.548006] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=55.9223%)
[2025-12-19T20:36:43.548325] [INFO ] [main      ] Progress: 455/455 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 361.86 forecasts/min
[2025-12-19T20:36:43.576240] [INFO ] [main      ] Parallel forecast generation completed in 1m 15s. Processed 455 forecasts.
[2025-12-19T20:36:43.576364] [INFO ] [main      ] Generated and saved 455 forecast pairs.
[2025-12-19T20:36:44.291014] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (455/455 @ 100.00%)'
[2025-12-19T20:36:44.293613] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-19T20:36:44.293715] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-19T20:36:44.294040] [INFO ] [main      ] Found 25 forecast dates
[2025-12-19T20:36:44.294083] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-19T20:36:44.418760] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-19T20:36:44.421553] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-19T20:36:44.421704] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-19T20:36:44.525406] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-19T20:36:44.527034] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-19T20:36:44.527138] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-19T20:36:44.656557] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-19T20:36:44.658464] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-19T20:36:44.658609] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-19T20:36:44.758514] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-19T20:36:44.760193] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-19T20:36:44.760308] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-19T20:36:44.873258] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-19T20:36:44.894909] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-19T20:36:44.895054] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-19T20:36:45.010002] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-19T20:36:45.011889] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-19T20:36:45.011995] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-19T20:36:45.139495] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-19T20:36:45.142000] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-19T20:36:45.142104] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-19T20:36:45.256798] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-19T20:36:45.258361] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-19T20:36:45.258446] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-19T20:36:45.468085] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-19T20:36:45.471466] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-19T20:36:45.471630] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-19T20:36:45.655749] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-19T20:36:45.658508] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-19T20:36:45.658675] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-19T20:36:45.838168] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-19T20:36:45.840825] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-19T20:36:45.840960] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-19T20:36:46.037119] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-19T20:36:46.040411] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-19T20:36:46.040586] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-19T20:36:46.253280] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-19T20:36:46.256521] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-19T20:36:46.256704] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-19T20:36:46.469530] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-19T20:36:46.472879] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-19T20:36:46.473038] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-19T20:36:46.675205] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-19T20:36:46.678436] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-19T20:36:46.678610] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-19T20:36:46.918026] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-19T20:36:46.921365] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-19T20:36:46.921531] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-19T20:36:47.017136] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-19T20:36:47.018726] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-19T20:36:47.018822] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-19T20:36:47.116037] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-19T20:36:47.117586] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-19T20:36:47.117679] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-19T20:36:47.216738] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-19T20:36:47.218158] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-19T20:36:47.218240] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-19T20:36:47.305790] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-19T20:36:47.307227] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-19T20:36:47.307311] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-19T20:36:47.389470] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-19T20:36:47.391135] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-19T20:36:47.391254] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-19T20:36:47.484116] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2025-12-19T20:36:47.485802] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-19T20:36:47.485917] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2025-12-19T20:36:47.579324] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2025-12-19T20:36:47.580876] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2025-12-19T20:36:47.581001] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2025-12-19T20:36:47.668933] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2025-12-19T20:36:47.670536] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2025-12-19T20:36:47.670663] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2025-12-19T20:36:47.681628] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2025-12-19T20:36:47.681728] [INFO ] [main      ] Generated 25/25 forecast reports
[2025-12-19T20:36:47.681778] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-22.txt
[2025-12-19T20:36:48.242370] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-22'
[2025-12-19T20:36:48.242557] [INFO ] [main      ] Forecast report email sent for 2025-12-22
[2025-12-19T20:36:48.242686] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-19T20:36:48.242893] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-19T20:36:48.243056] [INFO ] [STATE     ] Last completion updated: 2025-12-19T20:36:48.242947