[2025-12-09T20:30:02.811664] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-09T20:30:02.984565] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-09T20:30:03.158195] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-09T20:30:03.326220] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-09T20:30:03.493841] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-09T20:30:03.494138] [WARN ] [STATE     ] State set to: WAITING
[2025-12-09T20:30:03.494198] [INFO ] [STATE     ] Checking service statuses...
[2025-12-09T20:30:03.499911] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:03.503554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:03.593483] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:03.684545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:03.765690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:03.765803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:06.770761] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:06.774367] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:06.777743] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:06.781364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:06.785346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:06.785433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:09.790168] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:09.793647] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:09.796984] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:09.800266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:09.803724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:09.803793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:12.809440] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:12.813490] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:12.817369] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:12.821155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:12.824852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:12.824965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:15.830023] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:15.833834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:15.837386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:15.840902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:15.844334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:15.844424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:18.849808] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:18.853223] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:18.856458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:18.859725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:18.862928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:18.862996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:21.867684] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:21.871073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:21.874297] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:21.877490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:21.880731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:21.880799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:24.885890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:24.889787] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:24.893942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:24.897859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:24.902452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:24.902611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:27.909134] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:27.913829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:27.917313] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:27.920840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:27.924328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:27.924406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:30.929222] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:30.932557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:30.937174] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:30.941115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:30.944919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:30.945014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:33.950273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:33.953909] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:34.020604] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:34.087373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:34.154390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:34.154501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:37.162099] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:37.175142] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:37.181959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:37.193757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:37.201566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:37.201756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:40.206532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:40.210288] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:40.213962] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:40.217567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:40.220949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:40.221027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:43.226272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:43.230558] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:43.234143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:43.237757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:43.241215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:43.241292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:46.246018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:46.249545] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:46.253732] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:46.257305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:46.260689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:46.260762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:49.266376] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:49.271960] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:49.276209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:49.279758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:49.282968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:49.283036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:52.288016] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:52.291814] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:52.295195] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:52.298709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:52.302180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:52.302254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:55.307045] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:55.311026] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:55.314267] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:55.317459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:55.321265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:55.321384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:30:58.326317] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:30:58.330755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:30:58.334582] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:30:58.338285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:30:58.342709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:30:58.342844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:01.348373] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:01.352551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:01.356740] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:01.361185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:01.365743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:01.366011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:04.372353] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:04.376398] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:04.380426] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:04.384232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:04.389053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:04.389149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:07.394939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:07.400128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:07.404406] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:07.409558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:07.414749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:07.414870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:10.419493] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:10.423115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:10.426653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:10.430272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:10.433907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:10.434010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:13.439736] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:13.444124] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:13.447882] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:13.451823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:13.455714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:13.455815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:16.460340] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:16.464057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:16.467752] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:16.471074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:16.474439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:16.474519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:19.479789] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:19.483716] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:19.487121] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:19.490498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:19.493837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:19.493926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:22.498400] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:22.502206] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:22.506096] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:22.509712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:22.513374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:22.513472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:25.519393] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:25.524903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:25.530507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:25.536047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:25.540233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:25.540326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:28.546605] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:28.552082] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:28.556919] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:28.561815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:28.566666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:28.566759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:31.573342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:31.578140] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:31.582712] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:31.587255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:31.591717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:31.591806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:34.597180] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:34.601187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:34.604490] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:34.607929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:34.611895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:34.612010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:37.617197] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:37.620973] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:37.689360] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:37.755621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:37.831968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:37.832072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:40.837923] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:40.843047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:40.846669] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:40.850213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:40.853647] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:40.853720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:43.859307] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:43.862939] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:43.866344] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:43.869745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:43.873088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:43.873183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:46.878315] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:46.881830] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:46.885131] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:46.891195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:46.894782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:46.894872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:49.900898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:49.904957] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:49.908342] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:49.911564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:49.914747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:49.914815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:52.919967] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:52.924388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:52.928245] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:52.931950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:52.935702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:52.935808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:55.940722] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:55.944366] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:55.948400] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:55.951879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:55.955209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:55.955282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:31:58.959780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:31:58.963968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:31:58.967689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:31:58.971441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:31:58.975300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:31:58.975392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:01.980653] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:01.984638] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:01.989170] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:01.993397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:01.997399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:01.997545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:05.001936] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:05.005400] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:05.009705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:05.013608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:05.017952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:05.018068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:08.025331] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:08.031248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:08.036030] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:08.041637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:08.046104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:08.046214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:11.052837] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:11.056537] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:11.060009] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:11.063624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:11.068414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:11.068567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:14.074959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:14.079307] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:14.082876] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:14.087736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:14.092142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:14.092225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:17.100981] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:17.107629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:17.113627] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:17.120066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:17.126248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:17.126399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:20.131812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:20.135434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:20.140183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:20.144112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:20.148625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:20.148711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:23.154418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:23.158352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:23.161897] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:23.165098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:23.168395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:23.168462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:26.173811] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:26.177606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:26.181019] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:26.184956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:26.188589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:26.188662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:29.193882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:29.198185] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:29.201881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:29.205159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:29.208295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:29.208362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:32.213148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:32.216757] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:32.220319] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:32.223808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:32.227123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:32.227213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:35.232463] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:35.235776] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:35.238959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:35.242424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:35.245637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:35.245708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:38.250510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:38.254080] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:38.258204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:38.262312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:38.266544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:38.266655] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:41.272898] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:41.277484] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:41.282467] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:41.286632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:41.291025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:41.291120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:44.296606] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:44.300946] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:44.305187] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:44.308925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:44.313290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:44.313384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:47.318237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:47.322157] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:47.325805] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:47.329315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:47.332743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:47.332811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:50.337964] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:50.341718] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:50.345450] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:50.349049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:50.352811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:50.352921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:53.357963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:53.362155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:53.366156] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:53.370235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:53.374369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:53.374490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:56.379218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:56.382789] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:56.386298] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:56.389832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:56.393470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:56.393559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:32:59.398708] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:32:59.402528] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:32:59.405807] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:32:59.409126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:32:59.412277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:32:59.412346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:02.416750] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:02.420359] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:02.423833] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:02.427183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:02.430691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:02.430770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:05.436491] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:05.442096] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:05.447686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:05.456494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:05.461753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:05.462000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:08.468599] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:08.473778] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:08.479215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:08.491183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:08.496148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:08.496277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:11.501158] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:11.504987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:11.508676] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:11.512212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:11.515545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:11.515640] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:14.520401] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:14.524387] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:14.528208] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:14.531739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:14.535270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:14.535381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:17.540160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:17.543744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:17.547398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:17.550992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:17.554420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:17.554501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:20.559165] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:20.563227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:20.566974] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:20.570785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:20.574862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:20.574966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:23.579875] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:23.583441] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:23.587251] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:23.590667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:23.594101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:23.594170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:26.600698] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:26.605288] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:26.609449] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:26.613366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:26.617346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:26.617440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:29.622399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:29.625944] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:29.629410] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:29.632884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:29.636284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:29.636376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:32.641308] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:32.645222] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:32.648978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:32.652660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:32.656515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:32.656623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:35.662302] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:35.666736] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:35.671103] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:35.675376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:35.679628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:35.679725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:38.684739] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:38.688053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:38.691973] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:38.695756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:38.701674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:38.701754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:41.707309] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:41.711122] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:41.714694] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:41.718352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:41.721939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:41.722023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:44.731388] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:44.736140] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:44.740264] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:44.744647] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:44.748493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:44.748563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:47.753946] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:47.757893] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:47.762204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:47.766266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:47.770003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:47.770104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:50.775946] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:50.780135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:50.783746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:50.787430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:50.791006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:50.791083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:53.797009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:53.801999] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:53.806127] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:53.810065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:53.814066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:53.814179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:56.819153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:56.822784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:56.826465] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:56.830144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:56.833551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:56.833636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:33:59.838857] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:33:59.842699] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:33:59.846090] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:33:59.849476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:33:59.852917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:33:59.852996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:02.858073] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:02.861676] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:02.864897] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:02.868129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:02.871266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:02.871332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:05.876495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:05.880434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:05.884059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:05.887547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:05.891105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:05.891193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:08.897116] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:08.901117] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:08.906152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:08.911988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:08.917643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:08.917762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:11.924391] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:11.929006] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:11.932526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:11.935995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:11.939549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:11.939638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:14.945103] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:14.949403] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:14.953446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:14.957189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:14.960898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:14.961001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:17.965544] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:17.969192] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:17.972677] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:17.975996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:17.979288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:17.979366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:20.984373] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:20.987769] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:20.990987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:20.994175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:20.997325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:20.997392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:24.002978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:24.006708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:24.009951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:24.013132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:24.016291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:24.016356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:27.020770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:27.024103] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:27.027604] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:27.030789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:27.034373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:27.034477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:30.039706] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:30.043303] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:30.046779] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:30.050109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:30.053396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:30.053464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:33.058482] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:33.061838] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:33.065967] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:33.069916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:33.074406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:33.074528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:36.079971] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:36.084772] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:36.089395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:36.094116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:36.098721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:36.098822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:39.103716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:39.107459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:39.175498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:39.243406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:39.313693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:39.313817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:42.319380] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:42.323096] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:42.328185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:42.332210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:42.335649] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:42.335718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:45.340684] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:45.344458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:45.347830] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:45.351144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:45.354513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:45.354625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:48.359533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:48.362818] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:48.365988] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:48.369360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:48.372529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:48.372613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:51.378465] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:51.382617] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:51.386152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:51.389586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:51.392975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:51.393063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:54.399641] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:54.403688] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:54.407232] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:54.410658] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:54.414179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:54.414260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:34:57.419828] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:34:57.423594] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:34:57.426832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:34:57.430082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:34:57.433192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:34:57.433258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:00.440183] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:00.448738] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:00.458081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:00.465850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:00.472809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:00.473141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:03.477855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:03.482654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:03.488469] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:03.492652] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:03.496547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:03.496631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:06.501590] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:06.505243] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:06.508697] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:06.512083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:06.515419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:06.515505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:09.520532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:09.524198] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:09.528527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:09.532406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:09.536330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:09.536400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:12.541321] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:12.545249] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:12.548969] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:12.552620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:12.556257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:12.556364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:15.561287] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:15.564927] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:15.568458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:15.572165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:15.575814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:15.575913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:18.580951] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:18.585334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:18.589382] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:18.593476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:18.597405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:18.597552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:21.602499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:21.606663] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:21.610478] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:21.614196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:21.617940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:21.618049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:24.623057] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:24.626965] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:24.630589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:24.634138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:24.637921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:24.637993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:27.642768] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:27.646850] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:27.650978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:27.655054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:27.659217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:27.659343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:30.664847] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:30.669007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:30.672853] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:30.676560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:30.680140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:30.680226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:33.684839] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:33.688505] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:33.692002] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:33.695397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:33.698850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:33.698925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:36.703881] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:36.707395] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:36.711386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-09T20:35:36.715360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:36.719942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:36.720058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-09T20:35:39.725123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-09T20:35:39.728872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:39.733659] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-09T20:35:39.737530] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-09), and is a dependency of this service.
[2025-12-09T20:35:39.741795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-09T20:35:39.746013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-09T20:35:39.746256] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-09T20:35:39.746339] [INFO ] [MODE      ] Using multithreaded
[2025-12-09T20:35:39.746383] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-09T20:35:39.752044] [DEBUG] [REMOTE    ] Found 41 available forecast dates.
[2025-12-09T20:35:39.752272] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-10.txt'.
[2025-12-09T20:35:39.759225] [DEBUG] [REMOTE    ] Fetched 3453 signal forecasts for 2025-12-10.
[2025-12-09T20:35:39.794368] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-09T20:35:39.795928] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-09T20:35:39.796007] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-09T20:35:40.352410] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-09T20:35:40.361307] [INFO ] [MODE      ] Using multithreaded
[2025-12-09T20:35:40.361440] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-09T20:35:40.361492] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-09T20:35:40.368831] [DEBUG] [REMOTE    ] Found 41 available forecast dates.
[2025-12-09T20:35:40.369099] [INFO ] [main      ] Found available forecast date (2025-12-10).
[2025-12-09T20:35:40.369192] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-10.txt'.
[2025-12-09T20:35:40.378517] [DEBUG] [REMOTE    ] Fetched 3453 signal forecasts for 2025-12-10.
[2025-12-09T20:35:40.378839] [INFO ] [main      ] Fetched 3453 forecasts.
[2025-12-09T20:35:40.379192] [INFO ] [main      ] Found 438 high-confidence bullish forecasts (>= 90.0%).
[2025-12-09T20:35:40.379286] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 438 symbols
[2025-12-09T20:35:40.415526] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-09T20:35:40.415911] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-09T20:35:40.417922] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-09T20:35:40.418192] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-09T20:35:40.418346] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-09T20:35:40.418615] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-09T20:35:40.418435] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-09T20:35:40.418749] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-09T20:35:40.442254] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:40.443316] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:40.443706] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-09T20:35:40.443773] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-09T20:35:40.443815] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-09T20:35:40.443800] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:40.444092] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-09T20:35:40.444354] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-09T20:35:40.444397] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-09T20:35:40.444707] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-09T20:35:40.444767] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-09T20:35:40.444805] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-09T20:35:40.446226] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:35:40.446228] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:40.446355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:40.446364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:40.446613] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:40.446613] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:40.446700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:40.447718] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-09T20:35:40.447790] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-09T20:35:40.447828] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-09T20:35:40.449699] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:40.449835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:40.453118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:40.453131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:40.453129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:40.455372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:40.455384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:40.455970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:40.456189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:40.456189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:40.456758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:40.457130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:40.457117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:40.457222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:40.458284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:40.460362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:40.461068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:40.500653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:40.502234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:40.505300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:40.571454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:40.649739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:40.650781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:40.653157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:40.655028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:40.802778] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-09
[2025-12-09T20:35:40.802849] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-09
[2025-12-09T20:35:40.844246] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-09
[2025-12-09T20:35:40.970994] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:40.972904] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:40.994972] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-09
[2025-12-09T20:35:41.026833] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.043612] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-09T20:35:41.043690] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=56.2675%)
[2025-12-09T20:35:41.044236] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-09T20:35:41.044290] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-09T20:35:41.044697] [INFO ] [main      ] Progress: 1/438 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 51s. Rate: 90.18 forecasts/min
[2025-12-09T20:35:41.054869] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.057131] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-09T20:35:41.057183] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-09T20:35:41.057214] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-09T20:35:41.058032] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:41.058092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:41.061474] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-09T20:35:41.061551] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=5.86% (Conf=72.8115%)
[2025-12-09T20:35:41.062081] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-09T20:35:41.062136] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-09T20:35:41.062093] [INFO ] [main      ] Progress: 2/438 forecasts completed (0.5%). GPRE finished in 0.6s. ETA: 2m 29s. Rate: 175.76 forecasts/min
[2025-12-09T20:35:41.062777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:41.063597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:41.064612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:41.066297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:41.067029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.072685] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.073401] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-09T20:35:41.073451] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-09T20:35:41.073482] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-09T20:35:41.074269] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:41.074330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:41.079131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.080949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:41.081517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:41.081974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:41.083304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:41.084024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.138662] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-09T20:35:41.138740] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=2.23% (Conf=58.1949%)
[2025-12-09T20:35:41.139187] [INFO ] [main      ] Progress: 3/438 forecasts completed (0.7%). CCK finished in 0.7s. ETA: 1m 50s. Rate: 236.89 forecasts/min
[2025-12-09T20:35:41.139310] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-09T20:35:41.139354] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-09T20:35:41.150468] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.151345] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-09T20:35:41.151399] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-09T20:35:41.151441] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-09T20:35:41.152266] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:41.152332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.154181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:41.154810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:41.155275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:41.158307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:41.159062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:41.159552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:41.160851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:41.162658] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.162955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:35:41.168908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.240848] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-09T20:35:41.240922] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-1.18% (Conf=36.8497%)
[2025-12-09T20:35:41.241352] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-09T20:35:41.241406] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-09T20:35:41.241657] [INFO ] [main      ] Progress: 4/438 forecasts completed (0.9%). OABI finished in 0.8s. ETA: 1m 34s. Rate: 278.33 forecasts/min
[2025-12-09T20:35:41.252546] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.253479] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-09T20:35:41.253530] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-09T20:35:41.253561] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-09T20:35:41.254341] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:41.254402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.256092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:41.256603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:41.257049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:41.257449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:41.307013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:41.308786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.397458] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-09
[2025-12-09T20:35:41.422100] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-09
[2025-12-09T20:35:41.513406] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-09
[2025-12-09T20:35:41.563144] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.591153] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.650597] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-09
[2025-12-09T20:35:41.660982] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-09T20:35:41.661050] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=3.98% (Conf=56.0096%)
[2025-12-09T20:35:41.661423] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-09T20:35:41.661474] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-09T20:35:41.662664] [INFO ] [main      ] Progress: 5/438 forecasts completed (1.1%). RRGB finished in 0.6s. ETA: 1m 51s. Rate: 233.77 forecasts/min
[2025-12-09T20:35:41.667177] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-09T20:35:41.667245] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=4.13% (Conf=59.8362%)
[2025-12-09T20:35:41.667628] [INFO ] [main      ] Progress: 6/438 forecasts completed (1.4%). STEM finished in 0.6s. ETA: 1m 33s. Rate: 279.44 forecasts/min
[2025-12-09T20:35:41.667654] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-09T20:35:41.667706] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-09T20:35:41.672865] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.674585] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-09T20:35:41.674638] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-09T20:35:41.674669] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-09T20:35:41.675434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:41.675495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:41.678023] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.678987] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-09T20:35:41.679038] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-09T20:35:41.679069] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-09T20:35:41.679845] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:41.679904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:41.680447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:41.684694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.686434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:41.687003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:41.687418] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.724806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.794241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:41.804642] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-09T20:35:41.804715] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=53.5721%)
[2025-12-09T20:35:41.804894] [INFO ] [main      ] Fetching symbol history for NVO...
[2025-12-09T20:35:41.804939] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2025-12-09T20:35:41.805828] [INFO ] [main      ] Progress: 7/438 forecasts completed (1.6%). JKHY finished in 0.7s. ETA: 1m 28s. Rate: 294.43 forecasts/min
[2025-12-09T20:35:41.817529] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.818311] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2025-12-09T20:35:41.818360] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2025-12-09T20:35:41.818390] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2025-12-09T20:35:41.819148] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:41.819210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.820874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:41.821370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:41.821314] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:41.821788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:41.823766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:41.824402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:41.825081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.847827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:41.848869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:41.963912] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-09T20:35:41.963979] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=0.80% (Conf=52.596%)
[2025-12-09T20:35:41.964317] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-09T20:35:41.964372] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-09T20:35:41.964654] [INFO ] [main      ] Progress: 8/438 forecasts completed (1.8%). ANF finished in 0.7s. ETA: 1m 25s. Rate: 302.78 forecasts/min
[2025-12-09T20:35:41.975695] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:41.976638] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-09T20:35:41.976702] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-09T20:35:41.976734] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-09T20:35:41.977525] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:41.977607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:41.982561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:41.983898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:41.985727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.058118] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.160470] [DEBUG] [MAG       ] NVO: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.192163] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.229234] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:42.288632] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-09T20:35:42.288704] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=51.3622%)
[2025-12-09T20:35:42.289043] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-09T20:35:42.289093] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-09T20:35:42.289654] [INFO ] [main      ] Progress: 9/438 forecasts completed (2.1%). SOJC finished in 0.6s. ETA: 1m 31s. Rate: 282.68 forecasts/min
[2025-12-09T20:35:42.300494] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:42.301342] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-09T20:35:42.301397] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-09T20:35:42.301427] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-09T20:35:42.302202] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:42.302263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:42.303136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:42.303974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:42.305207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:35:42.306560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:42.308251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.330563] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:42.331299] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.359377] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:42.436474] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-09T20:35:42.436540] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=42.2973%)
[2025-12-09T20:35:42.436932] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2025-12-09T20:35:42.436982] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2025-12-09T20:35:42.436965] [INFO ] [main      ] Progress: 10/438 forecasts completed (2.3%). CBNK finished in 0.8s. ETA: 1m 28s. Rate: 291.60 forecasts/min
[2025-12-09T20:35:42.448548] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:42.450259] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2025-12-09T20:35:42.450310] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2025-12-09T20:35:42.450341] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2025-12-09T20:35:42.451197] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:42.451257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:42.452976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:42.453497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:42.454834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.467826] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2025-12-09T20:35:42.467894] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=-2.60% (Conf=56.0234%)
[2025-12-09T20:35:42.468053] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-09T20:35:42.468096] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-09T20:35:42.468823] [INFO ] [main      ] Progress: 11/438 forecasts completed (2.5%). NVO finished in 0.7s. ETA: 1m 21s. Rate: 315.87 forecasts/min
[2025-12-09T20:35:42.479068] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:42.479874] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-09T20:35:42.479926] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-09T20:35:42.479959] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-09T20:35:42.480781] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:42.480842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:42.485899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:42.487804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:42.488288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:42.488700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:42.503061] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:42.606113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:42.609022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.617898] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-09T20:35:42.617970] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-2.15% (Conf=53.6964%)
[2025-12-09T20:35:42.618303] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-09T20:35:42.618353] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-09T20:35:42.618656] [INFO ] [main      ] Progress: 12/438 forecasts completed (2.7%). OVID finished in 0.7s. ETA: 1m 19s. Rate: 321.53 forecasts/min
[2025-12-09T20:35:42.631235] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:42.632145] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-09T20:35:42.632195] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-09T20:35:42.632226] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-09T20:35:42.633040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:42.633104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:42.638020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:42.638889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:42.641319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:42.651180] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.680787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:42.682158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:42.683545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.802620] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.825763] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:42.939512] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-09T20:35:42.939593] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=1.05% (Conf=60.1305%)
[2025-12-09T20:35:42.939961] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-09T20:35:42.940010] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-09T20:35:42.940665] [INFO ] [main      ] Progress: 13/438 forecasts completed (3.0%). AN finished in 0.7s. ETA: 1m 24s. Rate: 304.53 forecasts/min
[2025-12-09T20:35:42.951295] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-09
[2025-12-09T20:35:42.951912] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:42.952805] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-09T20:35:42.952861] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-09T20:35:42.952893] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-09T20:35:42.953670] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:42.953732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:42.957971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:42.980307] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.031738] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.063589] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2025-12-09T20:35:43.063664] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=-1.69% (Conf=54.8245%)
[2025-12-09T20:35:43.063834] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-09T20:35:43.063879] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-09T20:35:43.065687] [INFO ] [main      ] Progress: 14/438 forecasts completed (3.2%). RUSHB finished in 0.6s. ETA: 1m 21s. Rate: 312.70 forecasts/min
[2025-12-09T20:35:43.076549] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.077609] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-09T20:35:43.077661] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-09T20:35:43.077691] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-09T20:35:43.078436] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:43.078495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:43.080145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:43.080674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:43.081118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:43.081516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:43.127721] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.197633] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-09T20:35:43.197701] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-2.75% (Conf=55.629%)
[2025-12-09T20:35:43.198049] [INFO ] [main      ] Progress: 15/438 forecasts completed (3.4%). BBLG finished in 0.7s. ETA: 1m 19s. Rate: 319.30 forecasts/min
[2025-12-09T20:35:43.198180] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-09T20:35:43.198224] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-09T20:35:43.199671] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.210968] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.211999] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-09T20:35:43.212364] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-09T20:35:43.212398] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-09T20:35:43.213172] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:43.213234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:43.214892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:43.215388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:43.302896] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.312488] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-09T20:35:43.312562] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=66.98%)
[2025-12-09T20:35:43.312934] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-09T20:35:43.312983] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-09T20:35:43.313671] [INFO ] [main      ] Progress: 16/438 forecasts completed (3.7%). XYL finished in 0.7s. ETA: 1m 17s. Rate: 327.16 forecasts/min
[2025-12-09T20:35:43.324939] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.325811] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-09T20:35:43.325863] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-09T20:35:43.326216] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-09T20:35:43.327013] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:43.327073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:43.328788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:43.329285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:43.329744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:43.330646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:43.330729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:43.332708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:43.333712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:43.381891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:35:43.385847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:35:43.387214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:43.421671] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.477773] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.554394] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-09T20:35:43.554462] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=49.2043%)
[2025-12-09T20:35:43.554834] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-09T20:35:43.554885] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-09T20:35:43.556669] [INFO ] [main      ] Progress: 17/438 forecasts completed (3.9%). RAIL finished in 0.6s. ETA: 1m 19s. Rate: 321.03 forecasts/min
[2025-12-09T20:35:43.566330] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.567287] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-09T20:35:43.567338] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-09T20:35:43.567386] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-09T20:35:43.568243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:43.568305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:43.570007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:43.572859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:43.574241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:43.577291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:43.591166] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.680415] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.718329] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-09T20:35:43.718412] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=52.8113%)
[2025-12-09T20:35:43.718800] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-09T20:35:43.718859] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-09T20:35:43.720098] [INFO ] [main      ] Progress: 18/438 forecasts completed (4.1%). VLO finished in 0.7s. ETA: 1m 18s. Rate: 323.28 forecasts/min
[2025-12-09T20:35:43.731194] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.732402] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-09T20:35:43.732454] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-09T20:35:43.732487] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-09T20:35:43.733311] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:43.733379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:43.735088] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.738380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:43.740224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:43.740763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:43.741183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:43.742100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:43.744793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:43.745505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:43.747147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:43.868765] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.904742] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:43.931514] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-09
[2025-12-09T20:35:43.946657] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-09T20:35:43.946729] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=0.71% (Conf=45.8567%)
[2025-12-09T20:35:43.946883] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-09T20:35:43.946927] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-09T20:35:43.948665] [INFO ] [main      ] Progress: 19/438 forecasts completed (4.3%). FEPI finished in 0.6s. ETA: 1m 19s. Rate: 319.39 forecasts/min
[2025-12-09T20:35:43.958559] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:43.959750] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-09T20:35:43.959803] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-09T20:35:43.959854] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-09T20:35:43.960642] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-09T20:35:43.960713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:43.965584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:43.967332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:43.967850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:43.968282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:43.968688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:43.969443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:43.970256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:43.972693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:44.019756] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-09T20:35:44.019830] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-3.55% (Conf=44.6423%)
[2025-12-09T20:35:44.020192] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-09T20:35:44.020242] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-09T20:35:44.020656] [INFO ] [main      ] Progress: 20/438 forecasts completed (4.6%). MSA finished in 0.8s. ETA: 1m 16s. Rate: 329.55 forecasts/min
[2025-12-09T20:35:44.032181] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.033441] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-09T20:35:44.033494] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-09T20:35:44.033526] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-09T20:35:44.034370] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:44.034436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:44.039254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:44.041137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:44.041654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:44.042039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:44.043805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:44.044264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:44.045391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:44.047370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.083744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:44.085589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:44.094832] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-09
[2025-12-09T20:35:44.106720] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.125676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:44.126792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:44.169476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:44.170367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:44.172467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:44.175156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.208351] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-09T20:35:44.208431] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.92% (Conf=52.0759%)
[2025-12-09T20:35:44.208976] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-09T20:35:44.209031] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-09T20:35:44.209660] [INFO ] [main      ] Progress: 21/438 forecasts completed (4.8%). KBWB finished in 0.7s. ETA: 1m 16s. Rate: 328.96 forecasts/min
[2025-12-09T20:35:44.224526] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.225548] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-09T20:35:44.225633] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-09T20:35:44.225666] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-09T20:35:44.226639] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:44.226706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:44.227433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:44.229977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:44.232366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.266234] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.340239] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-09T20:35:44.340329] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=57.6102%)
[2025-12-09T20:35:44.340835] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-09T20:35:44.340904] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-09T20:35:44.342659] [INFO ] [main      ] Progress: 22/438 forecasts completed (5.0%). LBTYK finished in 0.6s. ETA: 1m 15s. Rate: 333.06 forecasts/min
[2025-12-09T20:35:44.357013] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.358384] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-09T20:35:44.358454] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-09T20:35:44.358491] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-09T20:35:44.359460] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:35:44.359536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:44.364639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:44.366134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:44.368021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:44.368521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:44.369635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:44.371303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:44.372336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:35:44.373035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:44.374292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:35:44.376078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.387011] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-09
[2025-12-09T20:35:44.522953] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-09
[2025-12-09T20:35:44.555677] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.589435] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-09
[2025-12-09T20:35:44.616910] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-09T20:35:44.616975] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=26.7284%)
[2025-12-09T20:35:44.617146] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-09T20:35:44.617195] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-09T20:35:44.618678] [INFO ] [main      ] Progress: 23/438 forecasts completed (5.3%). AGNCO finished in 0.6s. ETA: 1m 16s. Rate: 325.52 forecasts/min
[2025-12-09T20:35:44.629617] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.630600] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-09T20:35:44.630656] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-09T20:35:44.630687] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-09T20:35:44.631462] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:44.631520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:44.636521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:44.638402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.695284] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.732363] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-09
[2025-12-09T20:35:44.765844] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.766552] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-09T20:35:44.766638] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-09T20:35:44.766980] [INFO ] [main      ] Progress: 24/438 forecasts completed (5.5%). BSMS finished in 0.8s. ETA: 1m 16s. Rate: 328.20 forecasts/min
[2025-12-09T20:35:44.767103] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-09T20:35:44.767145] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-09T20:35:44.779302] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.780412] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-09T20:35:44.780461] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-09T20:35:44.780491] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-09T20:35:44.781286] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:44.781351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:44.786779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:44.788603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:44.789125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:44.789514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:44.790285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:44.858308] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-09T20:35:44.858383] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=51.296%)
[2025-12-09T20:35:44.858742] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-09T20:35:44.858797] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-09T20:35:44.860709] [INFO ] [main      ] Progress: 25/438 forecasts completed (5.7%). FWRD finished in 0.6s. ETA: 1m 14s. Rate: 334.72 forecasts/min
[2025-12-09T20:35:44.872144] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:44.873113] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-09T20:35:44.873167] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-09T20:35:44.873199] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-09T20:35:44.873996] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:44.874054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:35:44.875404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.899767] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:44.901730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:44.942001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:44.943444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:44.944588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:44.978049] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.150497] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:45.183530] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-09T20:35:45.183611] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.84% (Conf=41.8755%)
[2025-12-09T20:35:45.183952] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-09T20:35:45.184001] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-09T20:35:45.184654] [INFO ] [main      ] Progress: 26/438 forecasts completed (5.9%). CAH finished in 0.8s. ETA: 1m 16s. Rate: 324.64 forecasts/min
[2025-12-09T20:35:45.196153] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.196976] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-09T20:35:45.197026] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-09T20:35:45.197057] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-09T20:35:45.197857] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:45.197916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:45.202701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:45.215923] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-09T20:35:45.215988] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.42% (Conf=48.3171%)
[2025-12-09T20:35:45.216340] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-09T20:35:45.216390] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-09T20:35:45.216622] [INFO ] [main      ] Progress: 27/438 forecasts completed (6.2%). FCTE finished in 0.6s. ETA: 1m 14s. Rate: 334.90 forecasts/min
[2025-12-09T20:35:45.222792] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.227521] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.228827] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-09T20:35:45.228878] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-09T20:35:45.228909] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-09T20:35:45.229699] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:45.229761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:45.234434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:45.235255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:45.237532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:45.243317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.278347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:45.280726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:45.281513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.289488] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.395049] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:45.455873] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:45.500941] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-09T20:35:45.501007] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.05% (Conf=40.2026%)
[2025-12-09T20:35:45.501437] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-09T20:35:45.501488] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-09T20:35:45.501475] [INFO ] [main      ] Progress: 28/438 forecasts completed (6.4%). HLI finished in 0.6s. ETA: 1m 15s. Rate: 327.99 forecasts/min
[2025-12-09T20:35:45.514035] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.515292] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-09T20:35:45.515346] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-09T20:35:45.515377] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-09T20:35:45.516216] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:45.516279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:45.521054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:45.522883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:45.523364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:45.523789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:45.526303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:45.528804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:45.546416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.580221] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-09T20:35:45.580288] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=2.32% (Conf=53.8161%)
[2025-12-09T20:35:45.580632] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-09T20:35:45.580686] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-09T20:35:45.581509] [INFO ] [main      ] Progress: 29/438 forecasts completed (6.6%). IONS finished in 0.8s. ETA: 1m 13s. Rate: 334.48 forecasts/min
[2025-12-09T20:35:45.582200] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.592353] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.593662] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-09T20:35:45.593717] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-09T20:35:45.593750] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-09T20:35:45.594522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:45.594604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:45.599616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:45.602157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:45.626713] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.640204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:45.642040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.747993] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:45.795252] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:45.822134] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-09T20:35:45.822200] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=1.31% (Conf=55.1319%)
[2025-12-09T20:35:45.822531] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-09T20:35:45.822599] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-09T20:35:45.822661] [INFO ] [main      ] Progress: 30/438 forecasts completed (6.8%). VTMX finished in 0.6s. ETA: 1m 14s. Rate: 330.68 forecasts/min
[2025-12-09T20:35:45.834483] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.835397] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-09T20:35:45.835454] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-09T20:35:45.835487] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-09T20:35:45.836272] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:45.836334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:45.841094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:45.841936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.860910] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-09T20:35:45.860977] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=32.5736%)
[2025-12-09T20:35:45.861335] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-09T20:35:45.861385] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-09T20:35:45.861621] [INFO ] [main      ] Progress: 31/438 forecasts completed (7.1%). NAC finished in 0.6s. ETA: 1m 12s. Rate: 339.28 forecasts/min
[2025-12-09T20:35:45.872992] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:45.874352] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-09T20:35:45.874403] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-09T20:35:45.874435] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-09T20:35:45.875241] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:45.875301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:45.876929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:45.878385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:45.878412] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-09
[2025-12-09T20:35:45.983155] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.043940] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.126364] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-09T20:35:46.126433] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=1.77% (Conf=47.1172%)
[2025-12-09T20:35:46.126804] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-09T20:35:46.126854] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-09T20:35:46.127661] [INFO ] [main      ] Progress: 32/438 forecasts completed (7.3%). OVLY finished in 0.6s. ETA: 1m 13s. Rate: 334.01 forecasts/min
[2025-12-09T20:35:46.139729] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.140835] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-09T20:35:46.140888] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-09T20:35:46.140919] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-09T20:35:46.141744] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:46.141802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:46.142786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:46.144102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.152017] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.183942] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.221345] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.238904] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-09T20:35:46.238975] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=-0.13% (Conf=57.7345%)
[2025-12-09T20:35:46.239361] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-09T20:35:46.239413] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-09T20:35:46.240208] [INFO ] [main      ] Progress: 33/438 forecasts completed (7.5%). EWTX finished in 0.7s. ETA: 1m 12s. Rate: 337.83 forecasts/min
[2025-12-09T20:35:46.253552] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.254416] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-09T20:35:46.254471] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-09T20:35:46.254502] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-09T20:35:46.255282] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:46.255342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:46.257016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:46.257526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:46.257941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:46.349488] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.372435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.396241] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.460395] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-09T20:35:46.460462] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.55% (Conf=46.5912%)
[2025-12-09T20:35:46.460854] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-09T20:35:46.460908] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-09T20:35:46.461665] [INFO ] [main      ] Progress: 34/438 forecasts completed (7.8%). TKO finished in 0.6s. ETA: 1m 12s. Rate: 335.40 forecasts/min
[2025-12-09T20:35:46.465236] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-09T20:35:46.465302] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=63.1963%)
[2025-12-09T20:35:46.465707] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-09T20:35:46.465768] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-09T20:35:46.466623] [INFO ] [main      ] Progress: 35/438 forecasts completed (8.0%). VNQI finished in 0.6s. ETA: 1m 10s. Rate: 344.98 forecasts/min
[2025-12-09T20:35:46.472273] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.474697] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-09T20:35:46.474780] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-09T20:35:46.474815] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-09T20:35:46.475870] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:46.475940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:46.476701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:46.476726] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.477082] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.477545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.478087] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-09T20:35:46.478148] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-09T20:35:46.478179] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-09T20:35:46.478982] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:46.479045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:46.480848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:46.481378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:46.481806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:46.482726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:46.484354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:35:46.485763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.644832] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.712472] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.720988] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-09T20:35:46.721056] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=3.36% (Conf=49.001%)
[2025-12-09T20:35:46.721414] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-09T20:35:46.721492] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-09T20:35:46.722654] [INFO ] [main      ] Progress: 36/438 forecasts completed (8.2%). SPRX finished in 0.6s. ETA: 1m 11s. Rate: 340.52 forecasts/min
[2025-12-09T20:35:46.736279] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.737383] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-09T20:35:46.737434] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-09T20:35:46.737466] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-09T20:35:46.738286] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:46.738346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:46.743185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:46.745021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:46.745503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:46.745917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:46.746777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.818904] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.829038] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-09
[2025-12-09T20:35:46.886353] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.946077] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-09T20:35:46.946146] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-1.44% (Conf=56.7485%)
[2025-12-09T20:35:46.946504] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-09T20:35:46.946554] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-09T20:35:46.946650] [INFO ] [main      ] Progress: 37/438 forecasts completed (8.4%). IEP finished in 0.7s. ETA: 1m 11s. Rate: 338.04 forecasts/min
[2025-12-09T20:35:46.958259] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:46.959237] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-09T20:35:46.959296] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-09T20:35:46.959337] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-09T20:35:46.960221] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:46.960297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:46.965253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:46.967112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:46.967653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:46.968082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:46.968990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:46.969640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:46.972286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:35:46.975137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:35:46.977419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:46.985379] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:46.995108] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:47.052606] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-09T20:35:47.052675] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=59.1717%)
[2025-12-09T20:35:47.052848] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-09T20:35:47.052899] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-09T20:35:47.053831] [INFO ] [main      ] Progress: 38/438 forecasts completed (8.7%). INMD finished in 0.6s. ETA: 1m 10s. Rate: 341.60 forecasts/min
[2025-12-09T20:35:47.064507] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.065456] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-09T20:35:47.065510] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-09T20:35:47.065541] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-09T20:35:47.066314] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:47.066381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:47.068917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.079742] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.100813] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-09T20:35:47.100901] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=4.23% (Conf=40.5196%)
[2025-12-09T20:35:47.101303] [INFO ] [main      ] Progress: 39/438 forecasts completed (8.9%). SPB finished in 0.6s. ETA: 1m 9s. Rate: 348.11 forecasts/min
[2025-12-09T20:35:47.101447] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-09T20:35:47.101497] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-09T20:35:47.117865] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.118977] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-09T20:35:47.119051] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-09T20:35:47.119102] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-09T20:35:47.120284] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:47.120350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:47.122450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:47.123030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:47.123963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:35:47.125196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:47.125906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.245742] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:47.313339] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-09T20:35:47.313405] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.65% (Conf=41.6922%)
[2025-12-09T20:35:47.313788] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-09T20:35:47.313855] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-09T20:35:47.315119] [INFO ] [main      ] Progress: 40/438 forecasts completed (9.1%). ATLO finished in 0.6s. ETA: 1m 9s. Rate: 346.03 forecasts/min
[2025-12-09T20:35:47.322151] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.326931] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.328174] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-09T20:35:47.328227] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-09T20:35:47.328258] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-09T20:35:47.329096] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:47.329159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:47.330874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:47.331384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:47.333771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:47.409626] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.444349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:47.446303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:47.484420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:35:47.486035] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.486530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:47.487604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.488986] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:47.574835] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-09T20:35:47.574904] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-1.51% (Conf=62.1456%)
[2025-12-09T20:35:47.575316] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-09T20:35:47.575376] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-09T20:35:47.576668] [INFO ] [main      ] Progress: 41/438 forecasts completed (9.4%). CIVB finished in 0.6s. ETA: 1m 10s. Rate: 341.79 forecasts/min
[2025-12-09T20:35:47.578180] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:47.587307] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.588274] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-09T20:35:47.588323] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-09T20:35:47.588354] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-09T20:35:47.589129] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:47.589190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:47.590849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:47.591331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:47.591724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:47.592458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:47.630747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:47.633442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.655210] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:47.728118] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-09T20:35:47.728184] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=3.97% (Conf=52.7504%)
[2025-12-09T20:35:47.728522] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-09T20:35:47.728587] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-09T20:35:47.729537] [INFO ] [main      ] Progress: 42/438 forecasts completed (9.6%). HUM finished in 0.7s. ETA: 1m 9s. Rate: 342.85 forecasts/min
[2025-12-09T20:35:47.729273] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-09T20:35:47.729746] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-2.13% (Conf=48.1179%)
[2025-12-09T20:35:47.730021] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-09T20:35:47.730070] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-09T20:35:47.730191] [INFO ] [main      ] Progress: 43/438 forecasts completed (9.8%). OPRX finished in 0.6s. ETA: 1m 8s. Rate: 350.98 forecasts/min
[2025-12-09T20:35:47.739793] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.740734] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-09T20:35:47.740792] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-09T20:35:47.740826] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-09T20:35:47.741618] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:47.741675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:47.742549] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:47.743245] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-09T20:35:47.743295] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-09T20:35:47.743328] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-09T20:35:47.744127] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:47.744190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:47.746538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.749163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:47.751045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:47.751532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:47.751948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:47.752568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:47.753309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:47.824280] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.975541] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-09
[2025-12-09T20:35:47.994133] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.057445] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-09T20:35:48.057531] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-2.33% (Conf=72.5113%)
[2025-12-09T20:35:48.057921] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-09T20:35:48.057971] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-09T20:35:48.059654] [INFO ] [main      ] Progress: 44/438 forecasts completed (10.0%). UPLD finished in 0.7s. ETA: 1m 9s. Rate: 343.74 forecasts/min
[2025-12-09T20:35:48.071954] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.072854] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-09T20:35:48.072917] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-09T20:35:48.072950] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-09T20:35:48.073712] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:48.073770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:48.075400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:48.075928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:48.076309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.087077] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.092039] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.141780] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.214460] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-09T20:35:48.214540] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.68% (Conf=70.8363%)
[2025-12-09T20:35:48.214881] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-09T20:35:48.214930] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-09T20:35:48.215681] [INFO ] [main      ] Progress: 45/438 forecasts completed (10.3%). ARLP finished in 0.6s. ETA: 1m 8s. Rate: 344.55 forecasts/min
[2025-12-09T20:35:48.227237] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.228089] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-09T20:35:48.228138] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-09T20:35:48.228169] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-09T20:35:48.228959] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:48.229018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:48.233708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:35:48.236413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.266631] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.282390] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.348535] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-09T20:35:48.348622] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=3.73% (Conf=50.5037%)
[2025-12-09T20:35:48.348788] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-09T20:35:48.348834] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-09T20:35:48.349825] [INFO ] [main      ] Progress: 46/438 forecasts completed (10.5%). ULCC finished in 0.6s. ETA: 1m 8s. Rate: 346.28 forecasts/min
[2025-12-09T20:35:48.358453] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-09T20:35:48.358522] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-1.71% (Conf=55.4765%)
[2025-12-09T20:35:48.358881] [INFO ] [main      ] Progress: 47/438 forecasts completed (10.7%). CNS finished in 0.6s. ETA: 1m 6s. Rate: 353.40 forecasts/min
[2025-12-09T20:35:48.359016] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-09T20:35:48.359059] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-09T20:35:48.359773] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.360651] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-09T20:35:48.360708] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-09T20:35:48.360740] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-09T20:35:48.361514] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:48.361603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:48.366349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:35:48.369264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:48.373782] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.374637] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-09T20:35:48.374692] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-09T20:35:48.374726] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-09T20:35:48.375492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:48.375553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:48.380456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:48.383002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:48.384461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.410401] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.423607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:48.424842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.576936] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.577496] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.629562] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-09T20:35:48.629651] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=48.1242%)
[2025-12-09T20:35:48.630022] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-09T20:35:48.630071] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-09T20:35:48.631668] [INFO ] [main      ] Progress: 48/438 forecasts completed (11.0%). FTHY finished in 0.6s. ETA: 1m 7s. Rate: 348.99 forecasts/min
[2025-12-09T20:35:48.643797] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.645379] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-09T20:35:48.645433] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-09T20:35:48.645464] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-09T20:35:48.646234] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:48.646296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:48.648018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:48.648521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:48.648976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:48.649739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:48.650545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:48.689231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:48.690269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:48.690922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:48.692459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.733371] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.750765] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.767492] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-09
[2025-12-09T20:35:48.847410] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-09T20:35:48.847482] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=1.46% (Conf=41.6813%)
[2025-12-09T20:35:48.847895] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-09T20:35:48.847946] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-09T20:35:48.849656] [INFO ] [main      ] Progress: 49/438 forecasts completed (11.2%). ASTH finished in 0.6s. ETA: 1m 7s. Rate: 347.10 forecasts/min
[2025-12-09T20:35:48.859323] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:48.860368] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-09T20:35:48.860419] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-09T20:35:48.860450] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-09T20:35:48.861233] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:48.861295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:48.862973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:48.863469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:48.863871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:48.865135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:48.867498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:48.869207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:48.907771] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:48.932539] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.001444] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-09T20:35:49.001511] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-1.23% (Conf=57.7443%)
[2025-12-09T20:35:49.001695] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-09T20:35:49.001739] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-09T20:35:49.003656] [INFO ] [main      ] Progress: 50/438 forecasts completed (11.4%). BUD finished in 0.7s. ETA: 1m 7s. Rate: 347.85 forecasts/min
[2025-12-09T20:35:49.015962] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.016888] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-09T20:35:49.016953] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-09T20:35:49.017000] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-09T20:35:49.018132] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:49.018205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:49.019264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.023630] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.031216] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-09T20:35:49.031284] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=53.8517%)
[2025-12-09T20:35:49.031628] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-09T20:35:49.031678] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-09T20:35:49.031658] [INFO ] [main      ] Progress: 51/438 forecasts completed (11.6%). HSIC finished in 0.7s. ETA: 1m 6s. Rate: 353.66 forecasts/min
[2025-12-09T20:35:49.044345] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.045228] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-09T20:35:49.045624] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-09T20:35:49.045660] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-09T20:35:49.046425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:49.046486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:49.047237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:49.048559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:49.049269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:49.050009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:49.051559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:35:49.053715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.195943] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.205885] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.265064] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-09T20:35:49.265132] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=2.15% (Conf=60.8079%)
[2025-12-09T20:35:49.265292] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-09T20:35:49.265336] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-09T20:35:49.266666] [INFO ] [main      ] Progress: 52/438 forecasts completed (11.9%). RMBI finished in 0.6s. ETA: 1m 6s. Rate: 351.06 forecasts/min
[2025-12-09T20:35:49.277095] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.278024] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-09T20:35:49.278407] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-09T20:35:49.278442] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-09T20:35:49.279224] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:49.279286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:49.280155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:49.282564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:49.284183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:49.286903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:49.287556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:35:49.293266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.361334] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.370666] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.386247] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.426466] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-09T20:35:49.426533] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=48.6561%)
[2025-12-09T20:35:49.426706] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-09T20:35:49.426750] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-09T20:35:49.427754] [INFO ] [main      ] Progress: 53/438 forecasts completed (12.1%). MYN finished in 0.6s. ETA: 1m 6s. Rate: 351.44 forecasts/min
[2025-12-09T20:35:49.437490] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.438552] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-09T20:35:49.438623] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-09T20:35:49.438655] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-09T20:35:49.439422] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:49.439491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:49.441198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:49.441729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:49.479848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:49.480954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:49.482146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:49.484133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.524486] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.550037] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.599722] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-09T20:35:49.599792] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=1.66% (Conf=54.8975%)
[2025-12-09T20:35:49.600138] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-09T20:35:49.600188] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-09T20:35:49.600651] [INFO ] [main      ] Progress: 54/438 forecasts completed (12.3%). BLX finished in 0.6s. ETA: 1m 6s. Rate: 351.36 forecasts/min
[2025-12-09T20:35:49.611676] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.612530] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-09T20:35:49.612614] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-09T20:35:49.612663] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-09T20:35:49.613455] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:35:49.613521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:49.616007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:49.617756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:49.634284] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.641285] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-09T20:35:49.641353] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=-2.56% (Conf=57.798%)
[2025-12-09T20:35:49.641511] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-09T20:35:49.641553] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-09T20:35:49.643640] [INFO ] [main      ] Progress: 55/438 forecasts completed (12.6%). TSCO finished in 0.6s. ETA: 1m 5s. Rate: 356.21 forecasts/min
[2025-12-09T20:35:49.655119] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.656456] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-09T20:35:49.656507] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-09T20:35:49.656537] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-09T20:35:49.657301] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:49.657361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:49.662468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:49.664233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:49.664724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:49.665391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:49.666369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:49.668835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.698922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:49.701390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:49.702395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:49.703037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:49.707710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:49.708221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:49.709350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:49.711388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.818978] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:49.820799] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-09
[2025-12-09T20:35:49.917286] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-09T20:35:49.917359] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.39% (Conf=64.9657%)
[2025-12-09T20:35:49.917730] [INFO ] [main      ] Fetching symbol history for WTO...
[2025-12-09T20:35:49.917782] [DEBUG] [REMOTE    ] WTO: Fetching historical data.
[2025-12-09T20:35:49.918656] [INFO ] [main      ] Progress: 56/438 forecasts completed (12.8%). ANDE finished in 0.7s. ETA: 1m 5s. Rate: 352.23 forecasts/min
[2025-12-09T20:35:49.928991] [DEBUG] [REMOTE    ] WTO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:49.930485] [DEBUG] [LOCAL     ] Loaded configuration for WTO: 7 features, N/A% accuracy
[2025-12-09T20:35:49.930535] [INFO ] [LOCAL     ] WTO: Loaded 7 optimal features with 54.05% confidence from JSON config
[2025-12-09T20:35:49.930567] [DEBUG] [MAG       ] Building data for symbol: WTO with lookback: 0
[2025-12-09T20:35:49.931353] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:49.931414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:49.933115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:49.933642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:49.934079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:49.934470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:49.936858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:49.938913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:35:49.940308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:49.990256] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.009089] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.056381] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-09T20:35:50.056452] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-1.33% (Conf=52.9259%)
[2025-12-09T20:35:50.056645] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-09T20:35:50.056690] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-09T20:35:50.056880] [INFO ] [main      ] Progress: 57/438 forecasts completed (13.0%). AMRX finished in 0.6s. ETA: 1m 5s. Rate: 353.40 forecasts/min
[2025-12-09T20:35:50.057632] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.067795] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.068864] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-09T20:35:50.068920] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-09T20:35:50.068951] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-09T20:35:50.069750] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:50.069812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.071480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:50.072051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:50.072446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:50.073380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:50.146808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.181272] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.237052] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.261110] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-09T20:35:50.261176] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=1.63% (Conf=63.2%)
[2025-12-09T20:35:50.261525] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-09T20:35:50.261590] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-09T20:35:50.261653] [INFO ] [main      ] Progress: 58/438 forecasts completed (13.2%). ERO finished in 0.6s. ETA: 1m 5s. Rate: 352.14 forecasts/min
[2025-12-09T20:35:50.270120] [DEBUG] [MAG       ] WTO: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.275218] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.277228] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-09T20:35:50.277283] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-09T20:35:50.277314] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-09T20:35:50.278159] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:50.278220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.279907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:50.280438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:35:50.286032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.314912] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-09T20:35:50.314978] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=1.48% (Conf=66.0151%)
[2025-12-09T20:35:50.315333] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-09T20:35:50.315382] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-09T20:35:50.315631] [INFO ] [main      ] Progress: 59/438 forecasts completed (13.5%). KRG finished in 0.7s. ETA: 1m 4s. Rate: 356.27 forecasts/min
[2025-12-09T20:35:50.326898] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.327848] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-09T20:35:50.327904] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-09T20:35:50.327935] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-09T20:35:50.328698] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:50.328758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:50.333682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.335464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:50.335980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:50.375638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:50.378218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.433763] [DEBUG] [MAG       ] WTO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.478871] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.619530] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.630609] [INFO ] [LOCAL     ] WTO: Saved forecast.
[2025-12-09T20:35:50.630680] [INFO ] [main      ] WTO: Signal=1 (Conf=100.0%), Magnitude=-83.03% (Conf=54.0466%)
[2025-12-09T20:35:50.630848] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-09T20:35:50.630894] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-09T20:35:50.634659] [INFO ] [main      ] Progress: 60/438 forecasts completed (13.7%). WTO finished in 0.7s. ETA: 1m 5s. Rate: 351.04 forecasts/min
[2025-12-09T20:35:50.643257] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.644223] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.644989] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-09T20:35:50.645041] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-09T20:35:50.645072] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-09T20:35:50.645871] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-09T20:35:50.645965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:50.653511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.655356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:50.655852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:50.656309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:50.656713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:50.657439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:50.658305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:50.660713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:50.722255] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-09
[2025-12-09T20:35:50.736916] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-09T20:35:50.736989] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=52.0623%)
[2025-12-09T20:35:50.737144] [INFO ] [main      ] Fetching symbol history for OSS...
[2025-12-09T20:35:50.737186] [DEBUG] [REMOTE    ] OSS: Fetching historical data.
[2025-12-09T20:35:50.737956] [INFO ] [main      ] Progress: 61/438 forecasts completed (13.9%). BHRB finished in 0.7s. ETA: 1m 4s. Rate: 353.33 forecasts/min
[2025-12-09T20:35:50.750110] [DEBUG] [REMOTE    ] OSS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.750905] [DEBUG] [LOCAL     ] Loaded configuration for OSS: 5 features, N/A% accuracy
[2025-12-09T20:35:50.750961] [INFO ] [LOCAL     ] OSS: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-12-09T20:35:50.750991] [DEBUG] [MAG       ] Building data for symbol: OSS with lookback: 0
[2025-12-09T20:35:50.751760] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:50.751820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:50.756507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.758305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:50.758796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:50.759181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:50.759850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.776368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:50.778454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:50.788507] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.819134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:50.820419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:50.863165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:50.864260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:50.865478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:50.888439] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-09T20:35:50.888505] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.32% (Conf=57.9358%)
[2025-12-09T20:35:50.888850] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-09T20:35:50.888899] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-09T20:35:50.889666] [INFO ] [main      ] Progress: 62/438 forecasts completed (14.2%). CHH finished in 0.6s. ETA: 1m 4s. Rate: 353.94 forecasts/min
[2025-12-09T20:35:50.892731] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:50.900151] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:50.901090] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-09T20:35:50.901140] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-09T20:35:50.901170] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-09T20:35:50.901948] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:50.902009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:50.903670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:50.904169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:50.904554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:50.905302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:50.907562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.942011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:50.942950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:50.944853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:50.947760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:50.948851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:50.950887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:50.951668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:50.956181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:35:50.957415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:50.958823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:35:50.960361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:50.963361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:50.964060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:50.964787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:50.981498] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-09T20:35:50.981615] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-13.38% (Conf=48.4002%)
[2025-12-09T20:35:50.982183] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-09T20:35:50.982259] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-09T20:35:50.982666] [INFO ] [main      ] Progress: 63/438 forecasts completed (14.4%). PDYN finished in 0.7s. ETA: 1m 3s. Rate: 356.49 forecasts/min
[2025-12-09T20:35:50.998499] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:51.001217] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-09T20:35:51.001312] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-09T20:35:51.001368] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-09T20:35:51.002473] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:51.002566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:51.008319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:51.010957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:51.012176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:51.014037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:51.014620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:51.015764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:51.017867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:51.092098] [DEBUG] [MAG       ] OSS: Last date is validated at 2025-12-09
[2025-12-09T20:35:51.257960] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-09
[2025-12-09T20:35:51.268452] [DEBUG] [MAG       ] OSS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:51.308256] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-09
[2025-12-09T20:35:51.333612] [INFO ] [LOCAL     ] OSS: Saved forecast.
[2025-12-09T20:35:51.333680] [INFO ] [main      ] OSS: Signal=1 (Conf=100.0%), Magnitude=5.05% (Conf=53.0887%)
[2025-12-09T20:35:51.333832] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-09T20:35:51.333875] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-09T20:35:51.334894] [INFO ] [main      ] Progress: 64/438 forecasts completed (14.6%). OSS finished in 0.6s. ETA: 1m 4s. Rate: 350.51 forecasts/min
[2025-12-09T20:35:51.345348] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:51.347014] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-09T20:35:51.347070] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-09T20:35:51.347102] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-09T20:35:51.347930] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-09T20:35:51.347996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:51.349375] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-09
[2025-12-09T20:35:51.352682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:51.354409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:51.354900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:51.355288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:51.356013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:51.401939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:51.426329] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:51.479157] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:51.480702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:51.481399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:51.482482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:51.484196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:51.485269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:35:51.486336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:51.518083] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-09T20:35:51.518156] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-2.89% (Conf=60.823%)
[2025-12-09T20:35:51.518375] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-09T20:35:51.518420] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-09T20:35:51.518864] [INFO ] [main      ] Progress: 65/438 forecasts completed (14.8%). CFG finished in 0.6s. ETA: 1m 4s. Rate: 350.11 forecasts/min
[2025-12-09T20:35:51.521082] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:51.530458] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:51.531688] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-09T20:35:51.531747] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-09T20:35:51.531778] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-09T20:35:51.532522] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:51.532607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:51.534256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:51.534784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:51.535166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:51.536774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:51.537993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:51.566412] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-09T20:35:51.566480] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-09T20:35:51.566834] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-09T20:35:51.566885] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-09T20:35:51.567657] [INFO ] [main      ] Progress: 66/438 forecasts completed (15.1%). BUXX finished in 0.9s. ETA: 1m 3s. Rate: 353.94 forecasts/min
[2025-12-09T20:35:51.578500] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:51.579611] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-09T20:35:51.579985] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-09T20:35:51.580020] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-09T20:35:51.580832] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:35:51.580910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:51.582654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:51.583174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:51.583560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:51.584314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:51.586686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:51.587340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:51.589124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:51.606795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:51.608023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:51.609608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:51.612631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:51.617177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:51.645695] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-09T20:35:51.645782] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=20.0937%)
[2025-12-09T20:35:51.645988] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-09T20:35:51.646051] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-09T20:35:51.646966] [INFO ] [main      ] Progress: 67/438 forecasts completed (15.3%). EDF finished in 0.7s. ETA: 1m 2s. Rate: 356.77 forecasts/min
[2025-12-09T20:35:51.657284] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:51.658983] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-09T20:35:51.659042] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-09T20:35:51.659075] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-09T20:35:51.659996] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:51.660059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:51.660828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:51.661407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:51.662214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:51.663718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:51.822351] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-09
[2025-12-09T20:35:51.990135] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.030189] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.040665] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.065983] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-09T20:35:52.066049] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-1.22% (Conf=36.1082%)
[2025-12-09T20:35:52.066379] [INFO ] [main      ] Progress: 68/438 forecasts completed (15.5%). GEL finished in 0.7s. ETA: 1m 4s. Rate: 349.10 forecasts/min
[2025-12-09T20:35:52.066518] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-09T20:35:52.066561] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-09T20:35:52.078540] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:52.079674] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-09T20:35:52.079730] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-09T20:35:52.079762] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-09T20:35:52.080590] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:52.080655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:52.085452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:52.087207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:52.087735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:52.117005] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.126717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:52.131694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:35:52.133040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:52.151464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:52.199193] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.213985] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.285204] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.309623] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-09T20:35:52.309690] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=0.95% (Conf=62.5913%)
[2025-12-09T20:35:52.310041] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-09T20:35:52.310096] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-09T20:35:52.311684] [INFO ] [main      ] Progress: 69/438 forecasts completed (15.8%). LEN finished in 0.8s. ETA: 1m 4s. Rate: 346.96 forecasts/min
[2025-12-09T20:35:52.322896] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:52.324084] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-09T20:35:52.324137] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-09T20:35:52.324168] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-09T20:35:52.325257] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:52.325347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:52.330562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:52.332322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:52.332817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:52.333252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:52.335528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:52.346039] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-09T20:35:52.346107] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=46.2004%)
[2025-12-09T20:35:52.346470] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-09T20:35:52.346519] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-09T20:35:52.346520] [INFO ] [main      ] Progress: 70/438 forecasts completed (16.0%). BPYPO finished in 0.8s. ETA: 1m 3s. Rate: 350.96 forecasts/min
[2025-12-09T20:35:52.358950] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:52.359719] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-09T20:35:52.359769] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-09T20:35:52.359799] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-09T20:35:52.360556] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:52.360637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:35:52.361721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:35:52.367379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:52.375280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:52.376407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:35:52.378102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:52.394681] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-09T20:35:52.394747] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=32.5049%)
[2025-12-09T20:35:52.394908] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-09T20:35:52.394951] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-09T20:35:52.396649] [INFO ] [main      ] Progress: 71/438 forecasts completed (16.2%). AVAL finished in 0.7s. ETA: 1m 2s. Rate: 354.49 forecasts/min
[2025-12-09T20:35:52.406850] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:52.407660] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-09T20:35:52.407716] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-09T20:35:52.407747] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-09T20:35:52.408513] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:35:52.408596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:52.413339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:52.414563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:52.416534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:52.420705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:35:52.422205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:52.422907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:52.424543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:52.425025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:52.428216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:52.430205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:52.592762] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.718003] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.720847] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.776398] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.786514] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-09
[2025-12-09T20:35:52.866842] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-09T20:35:52.866919] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=39.4929%)
[2025-12-09T20:35:52.867317] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-09T20:35:52.867382] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-09T20:35:52.867662] [INFO ] [main      ] Progress: 72/438 forecasts completed (16.4%). INTZ finished in 0.8s. ETA: 1m 3s. Rate: 345.92 forecasts/min
[2025-12-09T20:35:52.882117] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:52.883428] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-09T20:35:52.883505] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-09T20:35:52.883555] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-09T20:35:52.884775] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:52.884860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:52.892617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:52.895487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:52.896260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:52.899989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:52.914743] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.928023] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:52.961492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:52.970616] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:53.018458] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-09T20:35:53.018565] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=45.9679%)
[2025-12-09T20:35:53.019110] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-09T20:35:53.019183] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-09T20:35:53.020674] [INFO ] [main      ] Progress: 73/438 forecasts completed (16.7%). NMAI finished in 0.7s. ETA: 1m 3s. Rate: 346.48 forecasts/min
[2025-12-09T20:35:53.037187] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:53.038461] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-09T20:35:53.038556] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-09T20:35:53.038635] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-09T20:35:53.039962] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:53.040052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:53.045794] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-09T20:35:53.045913] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=50.4812%)
[2025-12-09T20:35:53.046395] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-09T20:35:53.046467] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-09T20:35:53.046414] [INFO ] [main      ] Progress: 74/438 forecasts completed (16.9%). MBX finished in 0.7s. ETA: 1m 2s. Rate: 350.52 forecasts/min
[2025-12-09T20:35:53.047887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:53.050817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:53.063139] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:53.066525] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-09T20:35:53.066681] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-09T20:35:53.066724] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-09T20:35:53.068088] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:53.068176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:53.071176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:53.073566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:53.074040] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-09T20:35:53.074132] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=43.0879%)
[2025-12-09T20:35:53.074627] [INFO ] [main      ] Progress: 75/438 forecasts completed (17.1%). NWSA finished in 0.7s. ETA: 1m 1s. Rate: 354.46 forecasts/min
[2025-12-09T20:35:53.074810] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-09T20:35:53.074868] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-09T20:35:53.090098] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:53.093348] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-09T20:35:53.093484] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-09T20:35:53.093541] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-09T20:35:53.095144] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:53.095246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:53.103089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:53.106111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:53.106913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:53.108230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:53.111873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:53.114604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:53.119061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:53.120869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:35:53.123480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:53.477719] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-09
[2025-12-09T20:35:53.605044] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-09
[2025-12-09T20:35:53.631647] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-09
[2025-12-09T20:35:53.701704] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-09
[2025-12-09T20:35:53.742707] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:53.826629] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:53.850595] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-09T20:35:53.850671] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-5.17% (Conf=52.3208%)
[2025-12-09T20:35:53.850849] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-09T20:35:53.850895] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-09T20:35:53.851941] [INFO ] [main      ] Progress: 76/438 forecasts completed (17.4%). BYRN finished in 1.0s. ETA: 1m 4s. Rate: 338.47 forecasts/min
[2025-12-09T20:35:53.863857] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:53.865058] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-09T20:35:53.865121] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-09T20:35:53.865155] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-09T20:35:53.866191] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:53.866261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:53.871758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:53.873779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:53.874346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:53.874813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:53.875223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:53.876470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:53.888018] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:53.920782] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-09T20:35:53.920859] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=54.425%)
[2025-12-09T20:35:53.921210] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-09T20:35:53.921261] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-09T20:35:53.921667] [INFO ] [main      ] Progress: 77/438 forecasts completed (17.6%). KURA finished in 0.9s. ETA: 1m 3s. Rate: 341.15 forecasts/min
[2025-12-09T20:35:53.933602] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:53.934792] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-09T20:35:53.934852] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-09T20:35:53.934886] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-09T20:35:53.935902] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:53.935972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:53.937899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:53.938495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:53.948140] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:53.989341] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-09T20:35:53.989411] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=50.0981%)
[2025-12-09T20:35:53.989784] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-09T20:35:53.989836] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-09T20:35:53.990782] [INFO ] [main      ] Progress: 78/438 forecasts completed (17.8%). GL finished in 1.0s. ETA: 1m 3s. Rate: 343.83 forecasts/min
[2025-12-09T20:35:54.001352] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.003222] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-09T20:35:54.003280] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-09T20:35:54.003313] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-09T20:35:54.004192] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:54.004257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:54.006091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:54.006682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:54.007088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:54.008088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.090394] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-09T20:35:54.090466] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=56.7338%)
[2025-12-09T20:35:54.090825] [INFO ] [main      ] Progress: 79/438 forecasts completed (18.0%). ADP finished in 1.0s. ETA: 1m 2s. Rate: 345.70 forecasts/min
[2025-12-09T20:35:54.090948] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-09T20:35:54.090992] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-09T20:35:54.102050] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.103155] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-09T20:35:54.103210] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-09T20:35:54.103242] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-09T20:35:54.104078] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:54.104143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:54.109218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:54.111054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:54.111559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:54.112032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:54.112439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:54.113329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:54.115696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:54.117665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.250329] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-09
[2025-12-09T20:35:54.281927] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-09
[2025-12-09T20:35:54.355627] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-09
[2025-12-09T20:35:54.432655] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:54.448311] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:54.465016] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-09
[2025-12-09T20:35:54.514962] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-09T20:35:54.515028] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=47.8687%)
[2025-12-09T20:35:54.515183] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-09T20:35:54.515225] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-09T20:35:54.515856] [INFO ] [main      ] Progress: 80/438 forecasts completed (18.3%). CARS finished in 0.6s. ETA: 1m 3s. Rate: 339.55 forecasts/min
[2025-12-09T20:35:54.519812] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:54.526369] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.527286] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-09T20:35:54.527336] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-09T20:35:54.527366] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-09T20:35:54.528181] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:54.528245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:54.533004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:54.534764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:54.535244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:54.535646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:54.536565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:54.537252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:54.541351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:54.542648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:54.543304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.580177] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-09T20:35:54.580256] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=46.1844%)
[2025-12-09T20:35:54.580699] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-09T20:35:54.580754] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-09T20:35:54.581631] [INFO ] [main      ] Progress: 81/438 forecasts completed (18.5%). TDSC finished in 0.6s. ETA: 1m 3s. Rate: 342.20 forecasts/min
[2025-12-09T20:35:54.592705] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.594412] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-09T20:35:54.594465] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-09T20:35:54.594497] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-09T20:35:54.595302] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:54.595368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:54.600556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:54.603097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:35:54.605851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:54.607675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:54.608208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:54.609266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:54.610910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:54.611952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:35:54.612636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.630385] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:54.661749] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-09T20:35:54.661819] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-4.83% (Conf=52.3278%)
[2025-12-09T20:35:54.661987] [INFO ] [main      ] Fetching symbol history for LQDA...
[2025-12-09T20:35:54.662032] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2025-12-09T20:35:54.663337] [INFO ] [main      ] Progress: 82/438 forecasts completed (18.7%). AZO finished in 0.8s. ETA: 1m 2s. Rate: 344.44 forecasts/min
[2025-12-09T20:35:54.674450] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.675565] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2025-12-09T20:35:54.675636] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2025-12-09T20:35:54.675670] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2025-12-09T20:35:54.676479] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:54.676541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:54.679033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:54.679900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:54.681735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:54.684183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.720155] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-09T20:35:54.720222] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=43.6654%)
[2025-12-09T20:35:54.720385] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-09T20:35:54.720428] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-09T20:35:54.721080] [INFO ] [main      ] Progress: 83/438 forecasts completed (18.9%). OBK finished in 0.6s. ETA: 1m 1s. Rate: 347.24 forecasts/min
[2025-12-09T20:35:54.731242] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:54.732355] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-09T20:35:54.732497] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-09T20:35:54.732535] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-09T20:35:54.733852] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:54.733927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:54.735947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:54.736543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:54.737063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:54.737492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:54.738446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:54.856959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:54.878699] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-09
[2025-12-09T20:35:54.936401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:35:54.939565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:54.952861] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.035335] [DEBUG] [MAG       ] LQDA: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.046587] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.120219] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.127408] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-09T20:35:55.127476] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=46.8873%)
[2025-12-09T20:35:55.127862] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-09T20:35:55.127922] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-09T20:35:55.128657] [INFO ] [main      ] Progress: 84/438 forecasts completed (19.2%). CTRA finished in 0.6s. ETA: 1m 2s. Rate: 341.71 forecasts/min
[2025-12-09T20:35:55.139116] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.140163] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-09T20:35:55.140222] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-09T20:35:55.140256] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-09T20:35:55.141040] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:55.141105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.145849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:55.147624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:55.148100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:55.148485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:55.149231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:55.150975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:55.152925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:35:55.154426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.202766] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.223459] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-09T20:35:55.223532] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=56.3482%)
[2025-12-09T20:35:55.223705] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-09T20:35:55.223751] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-09T20:35:55.226767] [INFO ] [main      ] Progress: 85/438 forecasts completed (19.4%). WHD finished in 0.6s. ETA: 1m 2s. Rate: 343.49 forecasts/min
[2025-12-09T20:35:55.236924] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.237793] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-09T20:35:55.237851] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-09T20:35:55.237884] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-09T20:35:55.238744] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:55.238808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.243765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:55.284420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.286726] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.288987] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2025-12-09T20:35:55.289055] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=56.2886%)
[2025-12-09T20:35:55.289218] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-09T20:35:55.289261] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-09T20:35:55.290070] [INFO ] [main      ] Progress: 86/438 forecasts completed (19.6%). LQDA finished in 0.6s. ETA: 1m 1s. Rate: 346.06 forecasts/min
[2025-12-09T20:35:55.300496] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.303642] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-09T20:35:55.303698] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-09T20:35:55.303730] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-09T20:35:55.304568] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:55.304651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:55.305466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:55.307840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:55.308537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:55.311372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:55.313045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.467983] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.510242] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.572338] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-09T20:35:55.572408] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=3.79% (Conf=53.0028%)
[2025-12-09T20:35:55.572605] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-09T20:35:55.572667] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-09T20:35:55.573474] [INFO ] [main      ] Progress: 87/438 forecasts completed (19.9%). TGLS finished in 0.9s. ETA: 1m 1s. Rate: 343.55 forecasts/min
[2025-12-09T20:35:55.585037] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.585981] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-09T20:35:55.586044] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-09T20:35:55.586079] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-09T20:35:55.586921] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:55.586984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.592724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:55.594854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:55.595448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:55.596264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.642213] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.651099] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-09
[2025-12-09T20:35:55.680236] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.784351] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-09T20:35:55.784421] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=48.0086%)
[2025-12-09T20:35:55.784777] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-09T20:35:55.784844] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-09T20:35:55.785620] [INFO ] [main      ] Progress: 88/438 forecasts completed (20.1%). BSX finished in 0.7s. ETA: 1m 1s. Rate: 342.72 forecasts/min
[2025-12-09T20:35:55.796251] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.797345] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-09T20:35:55.797394] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-09T20:35:55.797424] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-09T20:35:55.798249] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:55.798311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.803314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:55.805450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:55.806210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:55.806867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:55.810383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:55.812346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:55.813473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.815172] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.818557] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:55.884120] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-09T20:35:55.884187] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=53.3323%)
[2025-12-09T20:35:55.884658] [INFO ] [main      ] Fetching symbol history for HSII...
[2025-12-09T20:35:55.884713] [DEBUG] [REMOTE    ] HSII: Fetching historical data.
[2025-12-09T20:35:55.884672] [INFO ] [main      ] Progress: 89/438 forecasts completed (20.3%). NXE finished in 0.7s. ETA: 1m 1s. Rate: 344.40 forecasts/min
[2025-12-09T20:35:55.897038] [DEBUG] [REMOTE    ] HSII: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.898095] [DEBUG] [LOCAL     ] Loaded configuration for HSII: 8 features, N/A% accuracy
[2025-12-09T20:35:55.898147] [INFO ] [LOCAL     ] HSII: Loaded 8 optimal features with 27.70% confidence from JSON config
[2025-12-09T20:35:55.898177] [DEBUG] [MAG       ] Building data for symbol: HSII with lookback: 0
[2025-12-09T20:35:55.899002] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:55.899063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.902310] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-09T20:35:55.902377] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=57.2769%)
[2025-12-09T20:35:55.902756] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-09T20:35:55.902806] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-09T20:35:55.903679] [INFO ] [main      ] Progress: 90/438 forecasts completed (20.5%). NATL finished in 0.6s. ETA: 1m 0s. Rate: 347.84 forecasts/min
[2025-12-09T20:35:55.904289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:55.906139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:55.906633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:55.907015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:55.907816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:55.908265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:55.909321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:55.911257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.913722] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:55.914660] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-09T20:35:55.914712] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-09T20:35:55.914743] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-09T20:35:55.915493] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:55.915552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:55.920309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:55.921530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:55.922534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:55.955887] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.133982] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:56.155283] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.196647] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-09T20:35:56.196718] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=6.68% (Conf=62.9904%)
[2025-12-09T20:35:56.197086] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-09T20:35:56.197139] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-09T20:35:56.197658] [INFO ] [main      ] Progress: 91/438 forecasts completed (20.8%). VTEX finished in 0.6s. ETA: 1m 0s. Rate: 345.17 forecasts/min
[2025-12-09T20:35:56.209170] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:56.210123] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-09T20:35:56.210177] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-09T20:35:56.210210] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-09T20:35:56.211017] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:56.211078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:56.211878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:56.212829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:56.213641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:56.246290] [DEBUG] [MAG       ] HSII: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.255359] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.326492] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:56.416395] [DEBUG] [MAG       ] HSII: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:56.422924] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:56.447421] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-09T20:35:56.447494] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=39.2888%)
[2025-12-09T20:35:56.447694] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-09T20:35:56.447749] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-09T20:35:56.449074] [INFO ] [main      ] Progress: 92/438 forecasts completed (21.0%). MSGS finished in 0.7s. ETA: 1m 0s. Rate: 343.50 forecasts/min
[2025-12-09T20:35:56.459135] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:56.460116] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-09T20:35:56.460169] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-09T20:35:56.460201] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-09T20:35:56.461014] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:56.461076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:56.466084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:56.467124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:56.471505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:56.510690] [INFO ] [LOCAL     ] HSII: Saved forecast.
[2025-12-09T20:35:56.510757] [INFO ] [main      ] HSII: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=27.7045%)
[2025-12-09T20:35:56.511110] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-09T20:35:56.511159] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-09T20:35:56.511143] [INFO ] [main      ] Progress: 93/438 forecasts completed (21.2%). HSII finished in 0.6s. ETA: 59.8s. Rate: 345.90 forecasts/min
[2025-12-09T20:35:56.524243] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-09T20:35:56.524312] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=46.2187%)
[2025-12-09T20:35:56.524361] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:56.524471] [INFO ] [main      ] Fetching symbol history for NUVL...
[2025-12-09T20:35:56.524515] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2025-12-09T20:35:56.525211] [INFO ] [main      ] Progress: 94/438 forecasts completed (21.5%). BJ finished in 0.6s. ETA: 59.1s. Rate: 349.32 forecasts/min
[2025-12-09T20:35:56.526054] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-09T20:35:56.526117] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-09T20:35:56.526150] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-09T20:35:56.527221] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:56.527296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:56.529186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:56.529778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:56.530355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:56.531302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:56.535648] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:56.537055] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2025-12-09T20:35:56.537108] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2025-12-09T20:35:56.537139] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2025-12-09T20:35:56.537964] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:35:56.538026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:56.539713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:56.540264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:56.540730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:56.541131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:56.542071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:56.569669] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.581427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:56.581769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:56.630439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:56.733788] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:56.801177] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.828028] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-09T20:35:56.828094] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=61.0506%)
[2025-12-09T20:35:56.828416] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-09T20:35:56.828465] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-09T20:35:56.828658] [INFO ] [main      ] Progress: 95/438 forecasts completed (21.7%). BLBD finished in 0.6s. ETA: 59.4s. Rate: 346.52 forecasts/min
[2025-12-09T20:35:56.838977] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:56.839832] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-09T20:35:56.839887] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-09T20:35:56.839919] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-09T20:35:56.840684] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:56.840743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:56.845440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:56.919072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:56.932097] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.963688] [DEBUG] [MAG       ] NUVL: Last date is validated at 2025-12-09
[2025-12-09T20:35:56.965277] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.036530] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-09T20:35:57.036619] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-4.35% (Conf=36.7107%)
[2025-12-09T20:35:57.036969] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-09T20:35:57.037019] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-09T20:35:57.037648] [INFO ] [main      ] Progress: 96/438 forecasts completed (21.9%). HWH finished in 0.6s. ETA: 59.3s. Rate: 345.77 forecasts/min
[2025-12-09T20:35:57.048342] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.049398] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-09T20:35:57.049449] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-09T20:35:57.049479] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-09T20:35:57.050290] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-09T20:35:57.050385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:57.055171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:57.056927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:57.057403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:57.057880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:57.058304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:57.059068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:57.059888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:57.062243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:35:57.102867] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.131402] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.172063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:57.173799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:57.203420] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-09T20:35:57.203488] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=49.9198%)
[2025-12-09T20:35:57.203843] [INFO ] [main      ] Fetching symbol history for AUID...
[2025-12-09T20:35:57.203893] [DEBUG] [REMOTE    ] AUID: Fetching historical data.
[2025-12-09T20:35:57.204731] [INFO ] [main      ] Progress: 97/438 forecasts completed (22.1%). ESTA finished in 0.7s. ETA: 59.1s. Rate: 345.91 forecasts/min
[2025-12-09T20:35:57.213997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:57.215232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:57.215329] [DEBUG] [REMOTE    ] AUID: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.216344] [DEBUG] [LOCAL     ] Loaded configuration for AUID: 4 features, N/A% accuracy
[2025-12-09T20:35:57.216403] [INFO ] [LOCAL     ] AUID: Loaded 4 optimal features with 52.23% confidence from JSON config
[2025-12-09T20:35:57.216436] [DEBUG] [MAG       ] Building data for symbol: AUID with lookback: 0
[2025-12-09T20:35:57.217243] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:57.217304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:57.218991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:57.219495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:35:57.220233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:35:57.221355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:57.246585] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2025-12-09T20:35:57.246655] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=56.8748%)
[2025-12-09T20:35:57.246812] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-09T20:35:57.246855] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-09T20:35:57.248323] [INFO ] [main      ] Progress: 98/438 forecasts completed (22.4%). NUVL finished in 0.7s. ETA: 58.5s. Rate: 348.57 forecasts/min
[2025-12-09T20:35:57.250847] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-09
[2025-12-09T20:35:57.256108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:57.256987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:57.258259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:57.258414] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.261474] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-09T20:35:57.261529] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-09T20:35:57.261560] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-09T20:35:57.262355] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:35:57.262414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:57.267119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:57.306177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:57.306913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:57.335245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:35:57.336152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:35:57.337962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:57.340695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:57.341794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:57.343801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:57.344535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:57.348841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:35:57.350008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:35:57.351288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:35:57.352771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:57.355653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:57.356300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:35:57.356992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:57.359009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:35:57.360089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:57.360800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:35:57.361475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-09T20:35:57.362173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:35:57.365011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:57.366615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:35:57.369109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:35:57.371267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:35:57.375159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:57.392405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:35:57.393598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:57.395247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:35:57.395975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:35:57.397726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:35:57.399413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:35:57.400351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:57.401556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:35:57.403750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:35:57.405350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:35:57.407187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:57.416499] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.489146] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-09T20:35:57.489212] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=47.8169%)
[2025-12-09T20:35:57.489368] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-09T20:35:57.489410] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-09T20:35:57.489905] [INFO ] [main      ] Progress: 99/438 forecasts completed (22.6%). GTES finished in 0.7s. ETA: 58.6s. Rate: 347.15 forecasts/min
[2025-12-09T20:35:57.500192] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.501205] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-09T20:35:57.501255] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-09T20:35:57.501286] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-09T20:35:57.502066] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:57.502127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:57.503798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:57.504305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:57.504723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:57.508953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:57.510950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:57.556002] [DEBUG] [MAG       ] AUID: Last date is validated at 2025-12-09
[2025-12-09T20:35:57.651977] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-09
[2025-12-09T20:35:57.720861] [DEBUG] [MAG       ] AUID: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.756654] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-09
[2025-12-09T20:35:57.784187] [INFO ] [LOCAL     ] AUID: Saved forecast.
[2025-12-09T20:35:57.784252] [INFO ] [main      ] AUID: Signal=1 (Conf=90.0%), Magnitude=19.18% (Conf=52.2308%)
[2025-12-09T20:35:57.784608] [INFO ] [main      ] Progress: 100/438 forecasts completed (22.8%). AUID finished in 0.6s. ETA: 58.8s. Rate: 344.72 forecasts/min
[2025-12-09T20:35:57.784751] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-09T20:35:57.784794] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-09T20:35:57.796269] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.798125] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-09T20:35:57.798180] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-09T20:35:57.798221] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-09T20:35:57.799057] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:35:57.799119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:57.800823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:57.801330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:57.801745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:57.802620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:57.825471] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.843046] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-09
[2025-12-09T20:35:57.848509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:35:57.850266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:57.852273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:57.853874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:35:57.855569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:57.936351] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:57.946281] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-09T20:35:57.946347] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=65.5309%)
[2025-12-09T20:35:57.946693] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-09T20:35:57.946743] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-09T20:35:57.947665] [INFO ] [main      ] Progress: 101/438 forecasts completed (23.1%). ABG finished in 0.7s. ETA: 58.6s. Rate: 344.94 forecasts/min
[2025-12-09T20:35:57.957538] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:57.958530] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-09T20:35:57.958597] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-09T20:35:57.958630] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-09T20:35:57.959381] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:35:58.007665] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:58.077830] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-09T20:35:58.077897] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=2.69% (Conf=47.8543%)
[2025-12-09T20:35:58.078227] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-09T20:35:58.078276] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-09T20:35:58.078652] [INFO ] [main      ] Progress: 102/438 forecasts completed (23.3%). FIGS finished in 0.6s. ETA: 58.3s. Rate: 345.78 forecasts/min
[2025-12-09T20:35:58.088926] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.089965] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-09T20:35:58.090015] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-09T20:35:58.090045] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-09T20:35:58.090826] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:58.090885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:58.095589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:58.097365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:58.097915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:58.098692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:35:58.099363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:35:58.100897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.188792] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.192424] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-09T20:35:58.192492] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-09T20:35:58.192883] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-09T20:35:58.192934] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-09T20:35:58.193634] [INFO ] [main      ] Progress: 103/438 forecasts completed (23.5%). TBIL finished in 1.2s. ETA: 57.9s. Rate: 346.91 forecasts/min
[2025-12-09T20:35:58.205156] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.206168] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-09T20:35:58.206218] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-09T20:35:58.206249] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-09T20:35:58.207036] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:58.207094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:35:58.209120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.292397] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.353115] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:58.438447] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.457807] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:58.475039] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-09T20:35:58.475116] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=52.6877%)
[2025-12-09T20:35:58.475420] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-09T20:35:58.475469] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-09T20:35:58.476298] [INFO ] [main      ] Progress: 104/438 forecasts completed (23.7%). DHIL finished in 0.7s. ETA: 58.1s. Rate: 344.81 forecasts/min
[2025-12-09T20:35:58.487500] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.488494] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-09T20:35:58.488543] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-09T20:35:58.488589] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-09T20:35:58.489403] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:58.489464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:58.494194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:58.495935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:58.496431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:58.496832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:58.499219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:58.500824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:58.501477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:35:58.502184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.522051] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-09T20:35:58.522131] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=44.9433%)
[2025-12-09T20:35:58.522301] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-09T20:35:58.522344] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-09T20:35:58.522827] [INFO ] [main      ] Progress: 105/438 forecasts completed (24.0%). AFYA finished in 0.6s. ETA: 57.5s. Rate: 347.23 forecasts/min
[2025-12-09T20:35:58.534049] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.538654] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-09T20:35:58.538723] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-09T20:35:58.538756] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-09T20:35:58.539877] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:35:58.539948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:58.544938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.561233] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.606194] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:58.682750] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-09T20:35:58.682817] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-6.99% (Conf=55.7376%)
[2025-12-09T20:35:58.683202] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-09T20:35:58.683252] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-09T20:35:58.683629] [INFO ] [main      ] Progress: 106/438 forecasts completed (24.2%). WKSP finished in 0.6s. ETA: 57.3s. Rate: 347.46 forecasts/min
[2025-12-09T20:35:58.694354] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.696054] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-09T20:35:58.696110] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-09T20:35:58.696142] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-09T20:35:58.696929] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:58.697005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:58.698767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:58.699657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:58.700046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:58.700923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:35:58.736974] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:58.739600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.810247] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-09T20:35:58.810314] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=3.95% (Conf=55.6418%)
[2025-12-09T20:35:58.810704] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-09T20:35:58.810755] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-09T20:35:58.811626] [INFO ] [main      ] Progress: 107/438 forecasts completed (24.4%). AES finished in 0.6s. ETA: 57.0s. Rate: 348.30 forecasts/min
[2025-12-09T20:35:58.821872] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:58.822882] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-09T20:35:58.822936] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-09T20:35:58.822970] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-09T20:35:58.823794] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:58.823860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:58.825565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:58.826125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:58.826638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:58.827054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:58.828151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:58.831182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:35:58.832323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:35:58.833998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:58.834537] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.893107] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-09
[2025-12-09T20:35:58.997941] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.058248] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.078477] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-09T20:35:59.078549] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-4.41% (Conf=42.4983%)
[2025-12-09T20:35:59.078720] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-09T20:35:59.078763] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-09T20:35:59.079749] [INFO ] [main      ] Progress: 108/438 forecasts completed (24.7%). LINC finished in 0.6s. ETA: 57.1s. Rate: 346.52 forecasts/min
[2025-12-09T20:35:59.087320] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.090085] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.090994] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-09T20:35:59.091056] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-09T20:35:59.091087] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-09T20:35:59.091867] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:59.091927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:59.096693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:59.098504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:59.098992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:59.099408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:35:59.102199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:35:59.102833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.111411] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-09T20:35:59.111476] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=50.2221%)
[2025-12-09T20:35:59.111664] [INFO ] [main      ] Fetching symbol history for WCLD...
[2025-12-09T20:35:59.111726] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2025-12-09T20:35:59.113641] [INFO ] [main      ] Progress: 109/438 forecasts completed (24.9%). ACTG finished in 0.6s. ETA: 56.5s. Rate: 349.09 forecasts/min
[2025-12-09T20:35:59.122898] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.123710] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2025-12-09T20:35:59.123760] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2025-12-09T20:35:59.123792] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2025-12-09T20:35:59.124595] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:59.124656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:59.126308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:35:59.126813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:35:59.127789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:35:59.130151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:59.182936] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.204436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.253763] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.310220] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-09T20:35:59.310286] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=55.8641%)
[2025-12-09T20:35:59.310652] [INFO ] [main      ] Fetching symbol history for ACRS...
[2025-12-09T20:35:59.310703] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2025-12-09T20:35:59.311469] [INFO ] [main      ] Progress: 110/438 forecasts completed (25.1%). GBAB finished in 0.6s. ETA: 56.5s. Rate: 348.61 forecasts/min
[2025-12-09T20:35:59.321788] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.322676] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2025-12-09T20:35:59.322730] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2025-12-09T20:35:59.322761] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2025-12-09T20:35:59.323509] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:35:59.323589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:59.328309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:59.330070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:59.330557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:59.330966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:35:59.333534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:35:59.337766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.357814] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.424110] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-09T20:35:59.424178] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=58.3957%)
[2025-12-09T20:35:59.424557] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-09T20:35:59.424647] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-09T20:35:59.424654] [INFO ] [main      ] Progress: 111/438 forecasts completed (25.3%). GECC finished in 0.6s. ETA: 56.1s. Rate: 349.69 forecasts/min
[2025-12-09T20:35:59.432768] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.436283] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.437476] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-09T20:35:59.437906] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-09T20:35:59.437944] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-09T20:35:59.438767] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:35:59.438833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:59.443895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:35:59.459121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.536304] [DEBUG] [MAG       ] WCLD: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.596303] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.666475] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-09T20:35:59.666541] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=68.7642%)
[2025-12-09T20:35:59.666990] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-09T20:35:59.667041] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-09T20:35:59.667661] [INFO ] [main      ] Progress: 112/438 forecasts completed (25.6%). CELZ finished in 0.6s. ETA: 56.1s. Rate: 348.40 forecasts/min
[2025-12-09T20:35:59.671508] [DEBUG] [MAG       ] ACRS: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.679312] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.680326] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-09T20:35:59.680381] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-09T20:35:59.680411] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-09T20:35:59.681211] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:35:59.681275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:35:59.682945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:35:59.683450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:35:59.683859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:35:59.684600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:35:59.686144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:35:59.701154] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.761165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:35:59.762225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:35:59.762924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.780867] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2025-12-09T20:35:59.780933] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=3.37% (Conf=53.3077%)
[2025-12-09T20:35:59.781086] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-09T20:35:59.781128] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-09T20:35:59.782650] [INFO ] [main      ] Progress: 113/438 forecasts completed (25.8%). WCLD finished in 0.7s. ETA: 55.8s. Rate: 349.43 forecasts/min
[2025-12-09T20:35:59.792406] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.793290] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-09T20:35:59.793338] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-09T20:35:59.793369] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-09T20:35:59.794143] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:35:59.794215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:35:59.798990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:35:59.805289] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-09
[2025-12-09T20:35:59.840699] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:35:59.847952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:59.848802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:59.850784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:35:59.852957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.903307] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2025-12-09T20:35:59.903379] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=-17.52% (Conf=48.6532%)
[2025-12-09T20:35:59.903749] [INFO ] [main      ] Progress: 114/438 forecasts completed (26.0%). ACRS finished in 0.6s. ETA: 55.5s. Rate: 350.33 forecasts/min
[2025-12-09T20:35:59.903895] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-09T20:35:59.903938] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-09T20:35:59.915915] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:35:59.916776] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-09T20:35:59.916831] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-09T20:35:59.916862] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-09T20:35:59.917664] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:35:59.917729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:35:59.918643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:35:59.919418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:35:59.921366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:35:59.922099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:35:59.972456] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:00.080935] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-09T20:36:00.081001] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=53.6793%)
[2025-12-09T20:36:00.081363] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-09T20:36:00.081413] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-09T20:36:00.082651] [INFO ] [main      ] Progress: 115/438 forecasts completed (26.3%). TRNS finished in 0.7s. ETA: 55.3s. Rate: 350.20 forecasts/min
[2025-12-09T20:36:00.092569] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.092742] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:00.093873] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-09T20:36:00.093924] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-09T20:36:00.093955] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-09T20:36:00.094749] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:00.094809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:00.099488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:00.101263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:00.101757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:00.102142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:00.102867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:00.181533] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.255233] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:00.267179] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.332252] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-09T20:36:00.332318] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=49.0309%)
[2025-12-09T20:36:00.332471] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-09T20:36:00.332514] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-09T20:36:00.333662] [INFO ] [main      ] Progress: 116/438 forecasts completed (26.5%). CAAP finished in 0.7s. ETA: 55.4s. Rate: 348.80 forecasts/min
[2025-12-09T20:36:00.343710] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:00.345341] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-09T20:36:00.345392] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-09T20:36:00.345432] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-09T20:36:00.346195] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:00.346257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:00.349726] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:00.351002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:00.352804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:00.353271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:00.353671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:00.392624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:00.418273] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-09T20:36:00.418351] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=4.70% (Conf=60.5064%)
[2025-12-09T20:36:00.418716] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-09T20:36:00.418766] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-09T20:36:00.419667] [INFO ] [main      ] Progress: 117/438 forecasts completed (26.7%). CDXS finished in 0.6s. ETA: 55.0s. Rate: 350.29 forecasts/min
[2025-12-09T20:36:00.429755] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:00.430731] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-09T20:36:00.430783] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-09T20:36:00.430813] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-09T20:36:00.431642] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:00.431700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:00.439107] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.440687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:00.441469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:00.442167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:00.442844] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:00.447693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:00.470372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:00.472172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:00.508291] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-09T20:36:00.508366] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=48.7647%)
[2025-12-09T20:36:00.508756] [INFO ] [main      ] Progress: 118/438 forecasts completed (26.9%). OBDC finished in 0.6s. ETA: 54.6s. Rate: 351.72 forecasts/min
[2025-12-09T20:36:00.508881] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-09T20:36:00.508924] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-09T20:36:00.520775] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:00.521560] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-09T20:36:00.521644] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-09T20:36:00.521676] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-09T20:36:00.522438] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:00.522497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:00.524230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:00.524789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:00.565615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:00.604913] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:00.691930] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-09T20:36:00.691996] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=-3.84% (Conf=55.6795%)
[2025-12-09T20:36:00.692356] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-09T20:36:00.692406] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-09T20:36:00.693646] [INFO ] [main      ] Progress: 119/438 forecasts completed (27.2%). CSTL finished in 0.6s. ETA: 54.5s. Rate: 351.48 forecasts/min
[2025-12-09T20:36:00.703500] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:00.704541] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-09T20:36:00.704610] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-09T20:36:00.704643] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-09T20:36:00.705405] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:00.705466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:00.706360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:00.707347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:00.756461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:00.760854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:00.762158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:00.779509] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.813698] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-09
[2025-12-09T20:36:00.914901] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.000991] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.061839] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.091917] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.099729] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.118561] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-09T20:36:01.118648] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=61.9798%)
[2025-12-09T20:36:01.118799] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-09T20:36:01.118841] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-09T20:36:01.121689] [INFO ] [main      ] Progress: 120/438 forecasts completed (27.4%). SUZ finished in 0.7s. ETA: 55.0s. Rate: 347.12 forecasts/min
[2025-12-09T20:36:01.137657] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:01.138718] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-09T20:36:01.138780] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-09T20:36:01.138812] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-09T20:36:01.139624] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:01.139683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:01.140531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:01.145114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:01.145852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:01.194668] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-09T20:36:01.194734] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=51.6858%)
[2025-12-09T20:36:01.194897] [INFO ] [main      ] Fetching symbol history for TEX...
[2025-12-09T20:36:01.194940] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2025-12-09T20:36:01.196764] [INFO ] [main      ] Progress: 121/438 forecasts completed (27.6%). ROE finished in 0.9s. ETA: 54.5s. Rate: 348.75 forecasts/min
[2025-12-09T20:36:01.204306] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-09T20:36:01.204371] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=61.792%)
[2025-12-09T20:36:01.206831] [INFO ] [main      ] Progress: 122/438 forecasts completed (27.9%). MKC finished in 0.7s. ETA: 53.9s. Rate: 351.46 forecasts/min
[2025-12-09T20:36:01.206968] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-09T20:36:01.207010] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-09T20:36:01.217153] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:01.220602] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2025-12-09T20:36:01.220656] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2025-12-09T20:36:01.220688] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2025-12-09T20:36:01.221706] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:01.221766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:01.227761] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:01.228795] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-09T20:36:01.228848] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-09T20:36:01.228880] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-09T20:36:01.229689] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:01.229750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:01.232496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:01.235346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:01.236507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:01.237375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:01.237944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:01.238397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:01.239564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:01.244261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:01.318035] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.430399] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-09T20:36:01.430466] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=47.8253%)
[2025-12-09T20:36:01.430902] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-09T20:36:01.430954] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-09T20:36:01.431665] [INFO ] [main      ] Progress: 123/438 forecasts completed (28.1%). AAP finished in 0.7s. ETA: 53.9s. Rate: 350.56 forecasts/min
[2025-12-09T20:36:01.442031] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:01.442990] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-09T20:36:01.443039] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-09T20:36:01.443071] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-09T20:36:01.443855] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:01.443914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:01.445553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:01.446085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:01.446468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:01.448492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:01.450026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:01.648520] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.696045] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.699389] [DEBUG] [MAG       ] TEX: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.838835] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.866660] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-09
[2025-12-09T20:36:01.880656] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.898633] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:01.996871] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-09T20:36:01.996949] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=49.3652%)
[2025-12-09T20:36:01.997126] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-09T20:36:01.997171] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-09T20:36:01.997883] [INFO ] [main      ] Progress: 124/438 forecasts completed (28.3%). YUMC finished in 0.9s. ETA: 54.7s. Rate: 344.15 forecasts/min
[2025-12-09T20:36:02.017114] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.018093] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-09T20:36:02.020602] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-09T20:36:02.020642] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-09T20:36:02.020842] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2025-12-09T20:36:02.020916] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=38.0518%)
[2025-12-09T20:36:02.021079] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-09T20:36:02.021123] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-09T20:36:02.021683] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:02.021746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:02.021917] [INFO ] [main      ] Progress: 125/438 forecasts completed (28.5%). TEX finished in 0.8s. ETA: 54.2s. Rate: 346.54 forecasts/min
[2025-12-09T20:36:02.027371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:02.029180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:02.029672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:02.030748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:02.035235] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.037204] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-09T20:36:02.037285] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-09T20:36:02.037332] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-09T20:36:02.038638] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:02.038733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:02.039906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:02.042159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:02.044869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.047917] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:02.067554] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-09T20:36:02.067640] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=54.6362%)
[2025-12-09T20:36:02.067807] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-09T20:36:02.067850] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-09T20:36:02.068932] [INFO ] [main      ] Progress: 126/438 forecasts completed (28.8%). IESC finished in 0.9s. ETA: 53.7s. Rate: 348.55 forecasts/min
[2025-12-09T20:36:02.078642] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.080017] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-09T20:36:02.080073] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-09T20:36:02.080105] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-09T20:36:02.081421] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:02.081484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:02.086411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:02.087222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:02.115207] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-09T20:36:02.115276] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=43.4827%)
[2025-12-09T20:36:02.115638] [INFO ] [main      ] Progress: 127/438 forecasts completed (29.0%). BLFY finished in 0.7s. ETA: 53.2s. Rate: 350.57 forecasts/min
[2025-12-09T20:36:02.115799] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-09T20:36:02.115844] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-09T20:36:02.131757] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.132919] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-09T20:36:02.132989] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-09T20:36:02.133035] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-09T20:36:02.134180] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:36:02.143997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:02.145435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.197358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:02.198284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:02.199599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.416267] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-09
[2025-12-09T20:36:02.478049] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-09
[2025-12-09T20:36:02.482399] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-09
[2025-12-09T20:36:02.532968] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-09
[2025-12-09T20:36:02.590031] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:02.644668] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:02.652051] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:02.701129] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:02.704262] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-09T20:36:02.704325] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=2.91% (Conf=56.6456%)
[2025-12-09T20:36:02.704484] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-09T20:36:02.704526] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-09T20:36:02.704813] [INFO ] [main      ] Progress: 128/438 forecasts completed (29.2%). PLTK finished in 0.7s. ETA: 54.1s. Rate: 344.00 forecasts/min
[2025-12-09T20:36:02.714930] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-09T20:36:02.714999] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=46.9018%)
[2025-12-09T20:36:02.715280] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.715366] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-09T20:36:02.715415] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-09T20:36:02.715437] [INFO ] [main      ] Progress: 129/438 forecasts completed (29.5%). IRTC finished in 0.7s. ETA: 53.5s. Rate: 346.52 forecasts/min
[2025-12-09T20:36:02.716419] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-09T20:36:02.716470] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-09T20:36:02.716501] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-09T20:36:02.717280] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:02.717362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:02.728398] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.729471] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-09T20:36:02.729521] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-09T20:36:02.729553] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-09T20:36:02.730640] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:02.730700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:02.735619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:02.736482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.777155] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-09T20:36:02.777230] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-3.50% (Conf=58.1264%)
[2025-12-09T20:36:02.777393] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-09T20:36:02.777435] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-09T20:36:02.778254] [INFO ] [main      ] Progress: 130/438 forecasts completed (29.7%). PRTA finished in 0.7s. ETA: 53.1s. Rate: 348.23 forecasts/min
[2025-12-09T20:36:02.788061] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.788996] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-09T20:36:02.789053] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-09T20:36:02.789085] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-09T20:36:02.789856] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:02.789920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:02.792112] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-09T20:36:02.792177] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=50.4091%)
[2025-12-09T20:36:02.792235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:02.792469] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-09T20:36:02.792519] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-09T20:36:02.792646] [INFO ] [main      ] Progress: 131/438 forecasts completed (29.9%). AAPL finished in 0.7s. ETA: 52.5s. Rate: 350.68 forecasts/min
[2025-12-09T20:36:02.804072] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:02.805112] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-09T20:36:02.805176] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-09T20:36:02.805554] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-09T20:36:02.806357] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:02.806416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:02.811184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:02.812003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:02.813688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.829494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:02.830414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:02.831111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:02.905138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:02.906944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:02.983218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:02.985152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:02.985659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:02.986758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:02.988784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:03.077480] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.154800] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.162706] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.242488] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.323163] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.323752] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.329491] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.335628] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-09T20:36:03.335708] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=60.697%)
[2025-12-09T20:36:03.336095] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-09T20:36:03.336153] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-09T20:36:03.336762] [INFO ] [main      ] Progress: 132/438 forecasts completed (30.1%). TNL finished in 0.6s. ETA: 53.2s. Rate: 344.99 forecasts/min
[2025-12-09T20:36:03.348389] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:03.349311] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-09T20:36:03.349360] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-09T20:36:03.349390] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-09T20:36:03.350169] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:03.350228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:03.354953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:03.356723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:03.357199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:03.395648] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-09T20:36:03.395714] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=46.5563%)
[2025-12-09T20:36:03.396075] [INFO ] [main      ] Progress: 133/438 forecasts completed (30.4%). DCTH finished in 0.6s. ETA: 52.8s. Rate: 346.70 forecasts/min
[2025-12-09T20:36:03.396263] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-09T20:36:03.396309] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-09T20:36:03.407939] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:03.409088] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-09T20:36:03.409150] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-09T20:36:03.409188] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-09T20:36:03.410011] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:03.410073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:03.414947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:03.416818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:03.417300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:03.417812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:03.418664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:03.420010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:03.422537] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-09T20:36:03.422618] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=46.8559%)
[2025-12-09T20:36:03.423033] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-09T20:36:03.423083] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-09T20:36:03.423653] [INFO ] [main      ] Progress: 134/438 forecasts completed (30.6%). MCRB finished in 0.7s. ETA: 52.3s. Rate: 348.89 forecasts/min
[2025-12-09T20:36:03.433930] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:03.434986] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-09T20:36:03.435048] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-09T20:36:03.435078] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-09T20:36:03.435859] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:03.435930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:03.437637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:03.438136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:03.438525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:03.488361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:03.491149] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.550943] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-09T20:36:03.551007] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=58.914%)
[2025-12-09T20:36:03.551167] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-09T20:36:03.551209] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-09T20:36:03.552660] [INFO ] [main      ] Progress: 135/438 forecasts completed (30.8%). EVN finished in 0.8s. ETA: 52.0s. Rate: 349.54 forecasts/min
[2025-12-09T20:36:03.563758] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:03.564892] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-09T20:36:03.564949] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-09T20:36:03.564981] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-09T20:36:03.565776] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:03.565845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:03.570730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:03.572526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:03.573025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:03.573774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:03.575999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:03.576951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:03.708272] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.763565] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.822613] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.876989] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.915693] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-09
[2025-12-09T20:36:03.938201] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.976423] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-09T20:36:03.976497] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.6295%)
[2025-12-09T20:36:03.976841] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-09T20:36:03.976891] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-09T20:36:03.976927] [INFO ] [main      ] Progress: 136/438 forecasts completed (31.1%). PFG finished in 0.6s. ETA: 52.4s. Rate: 345.80 forecasts/min
[2025-12-09T20:36:03.988566] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:03.989083] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:03.989481] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-09T20:36:03.989531] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-09T20:36:03.989562] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-09T20:36:03.990334] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:03.990393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:03.995486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:03.996481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.014469] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-09T20:36:04.014538] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=48.4988%)
[2025-12-09T20:36:04.014921] [INFO ] [main      ] Progress: 137/438 forecasts completed (31.3%). CDE finished in 0.6s. ETA: 51.9s. Rate: 347.78 forecasts/min
[2025-12-09T20:36:04.015048] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-09T20:36:04.015091] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-09T20:36:04.026361] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.028037] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-09T20:36:04.028094] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-09T20:36:04.028126] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-09T20:36:04.028920] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:04.028986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:04.049102] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-09T20:36:04.049176] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=63.1627%)
[2025-12-09T20:36:04.049517] [INFO ] [main      ] Progress: 138/438 forecasts completed (31.5%). TRIN finished in 0.6s. ETA: 51.5s. Rate: 349.81 forecasts/min
[2025-12-09T20:36:04.049722] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-09T20:36:04.049767] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-09T20:36:04.059787] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.060852] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-09T20:36:04.060911] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-09T20:36:04.060942] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-09T20:36:04.061728] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:04.061788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:04.063420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:04.063940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:04.064319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:04.077777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:04.079084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:04.079827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:04.082200] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:04.082819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:04.083481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:04.084185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:04.084888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:04.087660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:04.091681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:04.092868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.160033] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-09T20:36:04.160098] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-12.05% (Conf=58.0919%)
[2025-12-09T20:36:04.160517] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-09T20:36:04.160584] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-09T20:36:04.160669] [INFO ] [main      ] Progress: 139/438 forecasts completed (31.7%). CMP finished in 0.6s. ETA: 51.2s. Rate: 350.70 forecasts/min
[2025-12-09T20:36:04.170878] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.171856] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-09T20:36:04.171917] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-09T20:36:04.171949] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-09T20:36:04.172858] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:04.172915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:04.173620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.174243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:04.213006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:04.214125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:04.214931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.325252] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:04.439882] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-09
[2025-12-09T20:36:04.488833] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:04.503771] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-09
[2025-12-09T20:36:04.547810] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-09T20:36:04.547876] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=2.81% (Conf=54.1431%)
[2025-12-09T20:36:04.548220] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-09T20:36:04.548268] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-09T20:36:04.549657] [INFO ] [main      ] Progress: 140/438 forecasts completed (32.0%). HAIN finished in 0.6s. ETA: 51.4s. Rate: 347.53 forecasts/min
[2025-12-09T20:36:04.550545] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-09
[2025-12-09T20:36:04.559106] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.559962] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-09T20:36:04.560011] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-09T20:36:04.560042] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-09T20:36:04.560816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:04.560875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:04.562524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:04.563049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:04.563437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:04.565048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.610693] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:04.668735] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:04.685786] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-09T20:36:04.685858] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=54.2765%)
[2025-12-09T20:36:04.686241] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-09T20:36:04.686292] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-09T20:36:04.687665] [INFO ] [main      ] Progress: 141/438 forecasts completed (32.2%). SHLS finished in 0.7s. ETA: 51.2s. Rate: 348.03 forecasts/min
[2025-12-09T20:36:04.698420] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.699373] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-09T20:36:04.699429] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-09T20:36:04.699459] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-09T20:36:04.700238] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:04.700299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:04.705043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:04.706831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:04.707307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:04.707748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:04.728422] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:04.735383] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-09T20:36:04.735451] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=55.5928%)
[2025-12-09T20:36:04.735622] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-09T20:36:04.735666] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-09T20:36:04.736674] [INFO ] [main      ] Progress: 142/438 forecasts completed (32.4%). AIPI finished in 0.6s. ETA: 50.8s. Rate: 349.79 forecasts/min
[2025-12-09T20:36:04.746418] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.747434] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-09T20:36:04.747490] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-09T20:36:04.747543] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-09T20:36:04.747608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:04.748333] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:04.748391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:04.748710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.753103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:04.755529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.800068] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-09T20:36:04.800139] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=67.6387%)
[2025-12-09T20:36:04.800310] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-09T20:36:04.800355] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-09T20:36:04.800871] [INFO ] [main      ] Progress: 143/438 forecasts completed (32.6%). ALZN finished in 0.8s. ETA: 50.4s. Rate: 351.33 forecasts/min
[2025-12-09T20:36:04.812657] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:04.813901] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-09T20:36:04.813963] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-09T20:36:04.813994] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-09T20:36:04.814976] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:04.815040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:04.820225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:04.822807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:04.824469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:04.875062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:04.876561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:04.895169] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.059400] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.087241] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.094374] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.139139] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-09T20:36:05.139204] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-5.79% (Conf=40.8632%)
[2025-12-09T20:36:05.139524] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-09T20:36:05.139588] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-09T20:36:05.139658] [INFO ] [main      ] Progress: 144/438 forecasts completed (32.9%). SNTI finished in 0.6s. ETA: 50.6s. Rate: 348.95 forecasts/min
[2025-12-09T20:36:05.150525] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.151741] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-09T20:36:05.151791] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-09T20:36:05.151821] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-09T20:36:05.152558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:05.152642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:05.157343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:05.159112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:05.159599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:05.159978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:05.221431] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.257698] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.263709] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.333780] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-09T20:36:05.333856] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=57.6911%)
[2025-12-09T20:36:05.334032] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-09T20:36:05.334076] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-09T20:36:05.335662] [INFO ] [main      ] Progress: 145/438 forecasts completed (33.1%). OHI finished in 0.6s. ETA: 50.4s. Rate: 348.61 forecasts/min
[2025-12-09T20:36:05.344373] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-09T20:36:05.344440] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=61.9645%)
[2025-12-09T20:36:05.344815] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-09T20:36:05.345180] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-09T20:36:05.345969] [INFO ] [main      ] Progress: 146/438 forecasts completed (33.3%). BNS finished in 0.6s. ETA: 49.9s. Rate: 350.87 forecasts/min
[2025-12-09T20:36:05.346216] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.348028] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-09T20:36:05.348130] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-09T20:36:05.348164] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-09T20:36:05.349378] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:05.349443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:05.354384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:05.355211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:05.357623] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.358528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:05.358647] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-09T20:36:05.358698] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-09T20:36:05.358729] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-09T20:36:05.359177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:05.359500] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:05.359558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:05.364367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:05.365615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:05.401712] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.467589] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-09T20:36:05.467660] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=2.51% (Conf=59.8228%)
[2025-12-09T20:36:05.468052] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-09T20:36:05.468103] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-09T20:36:05.469086] [INFO ] [main      ] Progress: 147/438 forecasts completed (33.6%). OCSL finished in 0.7s. ETA: 49.7s. Rate: 351.54 forecasts/min
[2025-12-09T20:36:05.479461] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.480685] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-09T20:36:05.480746] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-09T20:36:05.480776] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-09T20:36:05.481617] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:05.481689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:05.482563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:05.483558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:05.493921] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.657307] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.695518] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.701646] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.717926] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-09T20:36:05.717992] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=45.6358%)
[2025-12-09T20:36:05.718458] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-09T20:36:05.718509] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-09T20:36:05.718662] [INFO ] [main      ] Progress: 148/438 forecasts completed (33.8%). IMMX finished in 0.6s. ETA: 49.7s. Rate: 350.44 forecasts/min
[2025-12-09T20:36:05.730616] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.731506] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-09T20:36:05.731555] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-09T20:36:05.731609] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-09T20:36:05.732354] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:05.732415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:05.737159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:05.738988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:05.739484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:05.739928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:05.740797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:05.825735] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-09
[2025-12-09T20:36:05.863475] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.879488] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:05.940958] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-09T20:36:05.941024] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=46.1699%)
[2025-12-09T20:36:05.941147] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-09T20:36:05.941185] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-09T20:36:05.941230] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-09T20:36:05.941226] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-8.06% (Conf=47.277%)
[2025-12-09T20:36:05.941392] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-09T20:36:05.941435] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-09T20:36:05.942664] [INFO ] [main      ] Progress: 149/438 forecasts completed (34.0%). PDI finished in 0.6s. ETA: 49.6s. Rate: 349.72 forecasts/min
[2025-12-09T20:36:05.942783] [INFO ] [main      ] Progress: 150/438 forecasts completed (34.2%). PD finished in 0.6s. ETA: 49.1s. Rate: 352.07 forecasts/min
[2025-12-09T20:36:05.951990] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.953038] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-09T20:36:05.953093] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-09T20:36:05.953124] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-09T20:36:05.953922] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:05.953983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:05.955707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:05.956268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:05.956236] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:05.957090] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-09T20:36:05.957150] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-09T20:36:05.957181] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-09T20:36:05.958013] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:05.958074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:05.962776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:05.963560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:05.997299] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:06.001217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:06.003017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:06.003714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:06.021245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.070192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:06.073426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:06.075729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.078810] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-09
[2025-12-09T20:36:06.090849] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-09T20:36:06.090921] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=-4.45% (Conf=49.3991%)
[2025-12-09T20:36:06.091086] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-09T20:36:06.091129] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-09T20:36:06.092276] [INFO ] [main      ] Progress: 151/438 forecasts completed (34.5%). JHX finished in 0.6s. ETA: 48.9s. Rate: 352.35 forecasts/min
[2025-12-09T20:36:06.101849] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:06.103038] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-09T20:36:06.103092] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-09T20:36:06.103123] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-09T20:36:06.103961] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:06.104022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:06.108874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:06.110699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:06.111167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:06.111617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:06.112022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:06.113353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.248727] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:06.349627] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-09
[2025-12-09T20:36:06.358553] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-09T20:36:06.358648] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=63.2958%)
[2025-12-09T20:36:06.358992] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-09T20:36:06.359041] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-09T20:36:06.359639] [INFO ] [main      ] Progress: 152/438 forecasts completed (34.7%). COP finished in 0.6s. ETA: 48.9s. Rate: 351.04 forecasts/min
[2025-12-09T20:36:06.370464] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:06.371501] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-09T20:36:06.371555] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-09T20:36:06.371609] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-09T20:36:06.372384] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:06.372445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:06.377192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:06.378174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:06.380818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:06.383510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:06.385108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:06.386707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.411456] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-09
[2025-12-09T20:36:06.451004] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-09
[2025-12-09T20:36:06.512188] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:06.575082] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:06.619156] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:06.626681] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-09T20:36:06.626745] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=78.6552%)
[2025-12-09T20:36:06.627049] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-09T20:36:06.627100] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-09T20:36:06.628216] [INFO ] [main      ] Progress: 153/438 forecasts completed (34.9%). CTAS finished in 0.7s. ETA: 48.9s. Rate: 349.73 forecasts/min
[2025-12-09T20:36:06.639462] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:06.640356] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-09T20:36:06.640405] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-09T20:36:06.640435] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-09T20:36:06.641207] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-09T20:36:06.641273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:06.643590] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-09T20:36:06.643656] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=61.8303%)
[2025-12-09T20:36:06.643995] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-09T20:36:06.644047] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-09T20:36:06.644653] [INFO ] [main      ] Progress: 154/438 forecasts completed (35.2%). BCAL finished in 0.7s. ETA: 48.4s. Rate: 351.79 forecasts/min
[2025-12-09T20:36:06.646708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:06.648480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:06.648983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:06.649373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:06.654723] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:06.655871] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-09T20:36:06.655922] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-09T20:36:06.655953] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-09T20:36:06.656719] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:06.656779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:06.661490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:06.663234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:06.663724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:06.664109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:06.664956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:06.667245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:06.700434] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-09T20:36:06.700502] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=49.1755%)
[2025-12-09T20:36:06.700948] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-09T20:36:06.701000] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-09T20:36:06.701621] [INFO ] [main      ] Progress: 155/438 forecasts completed (35.4%). GLPG finished in 0.6s. ETA: 48.1s. Rate: 353.31 forecasts/min
[2025-12-09T20:36:06.711953] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:06.712929] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-09T20:36:06.712980] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-09T20:36:06.713009] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-09T20:36:06.713814] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:06.713875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:06.715547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:06.716057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:06.716443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:06.717194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:06.718052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:06.724108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:06.724800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:06.727379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:06.728038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:06.728491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:06.729486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:06.729559] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-09
[2025-12-09T20:36:06.731072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:06.732098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:06.732800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.756873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:06.758178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.775063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:06.775985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:06.902880] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.000179] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-09T20:36:07.000245] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=57.1141%)
[2025-12-09T20:36:07.000637] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-09T20:36:07.000687] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-09T20:36:07.000654] [INFO ] [main      ] Progress: 156/438 forecasts completed (35.6%). JKS finished in 0.6s. ETA: 48.1s. Rate: 351.60 forecasts/min
[2025-12-09T20:36:07.012455] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.013650] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-09T20:36:07.013702] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-09T20:36:07.014069] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-09T20:36:07.014873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:07.014934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:07.019724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:07.020721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:07.022232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:07.024885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.068274] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.095561] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.111607] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.232423] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.265108] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.277130] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.301474] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-09T20:36:07.301544] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=66.0284%)
[2025-12-09T20:36:07.301711] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-09T20:36:07.301754] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-09T20:36:07.302771] [INFO ] [main      ] Progress: 157/438 forecasts completed (35.8%). VMD finished in 0.7s. ETA: 48.2s. Rate: 349.88 forecasts/min
[2025-12-09T20:36:07.313548] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.314758] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-09T20:36:07.314812] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-09T20:36:07.314847] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-09T20:36:07.315636] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:07.315697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:07.316428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:07.343190] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-09T20:36:07.343257] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=3.34% (Conf=65.1725%)
[2025-12-09T20:36:07.343596] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-09T20:36:07.343646] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-09T20:36:07.343648] [INFO ] [main      ] Progress: 158/438 forecasts completed (36.1%). AFCG finished in 0.7s. ETA: 47.8s. Rate: 351.58 forecasts/min
[2025-12-09T20:36:07.354310] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.355594] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-09T20:36:07.355662] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=13.04% (Conf=51.7019%)
[2025-12-09T20:36:07.355825] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-09T20:36:07.355868] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-09T20:36:07.356061] [INFO ] [main      ] Progress: 159/438 forecasts completed (36.3%). JACK finished in 0.7s. ETA: 47.3s. Rate: 353.64 forecasts/min
[2025-12-09T20:36:07.356309] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-09T20:36:07.356359] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-09T20:36:07.356396] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-09T20:36:07.357167] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:07.357225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:07.359263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:07.360932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.366488] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.368635] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-09T20:36:07.368691] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-09T20:36:07.368722] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-09T20:36:07.369501] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:07.369560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:07.369772] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.371918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:07.372973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.391899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:07.393936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:07.395261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.541244] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.662167] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-09T20:36:07.662239] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=57.62% (Conf=54.6766%)
[2025-12-09T20:36:07.662597] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-09T20:36:07.662651] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-09T20:36:07.662653] [INFO ] [main      ] Progress: 160/438 forecasts completed (36.5%). MIGI finished in 0.7s. ETA: 47.4s. Rate: 351.86 forecasts/min
[2025-12-09T20:36:07.674141] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.675478] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-09T20:36:07.675534] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-09T20:36:07.675568] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-09T20:36:07.676405] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:07.676468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:07.677429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:07.678777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:07.680307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.696464] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.713343] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.726747] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-09
[2025-12-09T20:36:07.862437] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.881800] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.889706] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:07.941592] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-09T20:36:07.941659] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=46.2185%)
[2025-12-09T20:36:07.941817] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-09T20:36:07.941859] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-09T20:36:07.942920] [INFO ] [main      ] Progress: 161/438 forecasts completed (36.8%). CIB finished in 0.6s. ETA: 47.4s. Rate: 350.46 forecasts/min
[2025-12-09T20:36:07.943634] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-09T20:36:07.943713] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=48.8976%)
[2025-12-09T20:36:07.943867] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-09T20:36:07.943908] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-09T20:36:07.944221] [INFO ] [main      ] Progress: 162/438 forecasts completed (37.0%). RDY finished in 0.6s. ETA: 47.0s. Rate: 352.62 forecasts/min
[2025-12-09T20:36:07.953251] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.954351] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-09T20:36:07.954401] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-09T20:36:07.954431] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-09T20:36:07.954933] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:07.955204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:07.955265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:07.956145] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-09T20:36:07.956205] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-09T20:36:07.956236] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-09T20:36:07.956932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:07.957081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:07.957143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:07.957432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:07.957895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:07.960217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:07.962127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:07.963932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:07.964782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:07.965169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:07.966065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:07.989010] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-09T20:36:07.989084] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-6.07% (Conf=46.496%)
[2025-12-09T20:36:07.989411] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-09T20:36:07.989459] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-09T20:36:07.989731] [INFO ] [main      ] Progress: 163/438 forecasts completed (37.2%). AMN finished in 0.7s. ETA: 46.6s. Rate: 354.21 forecasts/min
[2025-12-09T20:36:08.000085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.001181] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:08.002194] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-09T20:36:08.002244] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-09T20:36:08.002274] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-09T20:36:08.003050] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:08.003111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:08.007856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:08.009594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:08.010069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:08.010816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:08.014622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:08.015817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.081549] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.260590] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:08.305589] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.345720] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.395623] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.447061] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-09T20:36:08.447126] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=76.025%)
[2025-12-09T20:36:08.447597] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-09T20:36:08.447649] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-09T20:36:08.447671] [INFO ] [main      ] Progress: 164/438 forecasts completed (37.4%). NDAQ finished in 0.8s. ETA: 46.9s. Rate: 350.57 forecasts/min
[2025-12-09T20:36:08.460147] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:08.461370] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-09T20:36:08.461422] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-09T20:36:08.461453] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-09T20:36:08.462268] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:08.462331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:08.467122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:08.468983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:08.469461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:08.469864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:08.476049] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:08.519200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:08.519946] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:08.520396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:08.532643] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-09T20:36:08.532714] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=34.1898%)
[2025-12-09T20:36:08.532870] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-09T20:36:08.532912] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-09T20:36:08.534690] [INFO ] [main      ] Progress: 165/438 forecasts completed (37.7%). GGB finished in 0.6s. ETA: 46.6s. Rate: 351.62 forecasts/min
[2025-12-09T20:36:08.544100] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:08.546107] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-09T20:36:08.546162] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-09T20:36:08.546193] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-09T20:36:08.547022] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-09T20:36:08.547120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:08.551919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:08.553723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:08.554217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:08.554676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:08.555056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:08.555806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:08.556801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:08.559411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:08.562829] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:08.581169] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-09T20:36:08.581241] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=50.5708%)
[2025-12-09T20:36:08.581587] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-09T20:36:08.581638] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-09T20:36:08.581651] [INFO ] [main      ] Progress: 166/438 forecasts completed (37.9%). CFFN finished in 0.6s. ETA: 46.2s. Rate: 353.16 forecasts/min
[2025-12-09T20:36:08.593889] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:08.594927] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-09T20:36:08.594979] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-09T20:36:08.595010] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-09T20:36:08.595830] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:08.595891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:08.597694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:08.598206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:08.598659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:08.599654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:08.600893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:08.601969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.602009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.636930] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-09T20:36:08.636995] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=49.4506%)
[2025-12-09T20:36:08.637158] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-09T20:36:08.637202] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-09T20:36:08.637845] [INFO ] [main      ] Progress: 167/438 forecasts completed (38.1%). INVH finished in 0.7s. ETA: 45.9s. Rate: 354.58 forecasts/min
[2025-12-09T20:36:08.648636] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:08.649599] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-09T20:36:08.649650] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-09T20:36:08.649680] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-09T20:36:08.650423] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:08.650482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:08.652832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:08.655508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:08.656803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:08.657871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.672296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:08.674279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:08.713048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:08.714286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:08.754744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:08.755792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:08.757011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:08.832478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:08.833373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:08.835178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:08.837906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:08.838975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:08.840941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:08.841686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:08.845938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:08.847131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:08.848462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:08.849989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:08.852858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:08.853535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:08.854238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:08.856220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:08.857282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:08.858017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:08.858720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-09T20:36:08.859403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:08.862185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:08.863803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:08.866241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:08.868447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:08.872268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:08.889955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:08.891241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:08.892929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:08.893662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:08.895323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:08.896993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:08.897950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:08.899188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:08.900419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:08.902593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:08.904171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:08.907027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:08.908862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:08.914813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:08.946868] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.959347] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-09
[2025-12-09T20:36:08.999023] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-09
[2025-12-09T20:36:09.120685] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.128472] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.168981] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.196889] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-09T20:36:09.196955] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=48.3251%)
[2025-12-09T20:36:09.197308] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-09T20:36:09.197370] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-09T20:36:09.197374] [INFO ] [main      ] Progress: 168/438 forecasts completed (38.4%). TSLX finished in 0.7s. ETA: 46.3s. Rate: 349.78 forecasts/min
[2025-12-09T20:36:09.209276] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.210408] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-09T20:36:09.210461] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-09T20:36:09.210493] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-09T20:36:09.211326] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:09.211388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:09.213091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:09.213613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:09.213993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:09.216293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:09.234180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.236339] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-09T20:36:09.236414] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-8.31% (Conf=58.1967%)
[2025-12-09T20:36:09.236810] [INFO ] [main      ] Fetching symbol history for FOSL...
[2025-12-09T20:36:09.236872] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2025-12-09T20:36:09.236840] [INFO ] [main      ] Progress: 169/438 forecasts completed (38.6%). TEM finished in 0.7s. ETA: 45.9s. Rate: 351.38 forecasts/min
[2025-12-09T20:36:09.248363] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.249262] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2025-12-09T20:36:09.249313] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2025-12-09T20:36:09.249345] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2025-12-09T20:36:09.249669] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-09T20:36:09.249743] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=56.8453%)
[2025-12-09T20:36:09.249916] [INFO ] [main      ] Fetching symbol history for MILN...
[2025-12-09T20:36:09.249965] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2025-12-09T20:36:09.250162] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:09.250224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:09.250833] [INFO ] [main      ] Progress: 170/438 forecasts completed (38.8%). HMC finished in 0.6s. ETA: 45.5s. Rate: 353.29 forecasts/min
[2025-12-09T20:36:09.254268] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-09
[2025-12-09T20:36:09.255322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:09.256187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:09.257044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:09.258818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.260859] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.261852] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2025-12-09T20:36:09.261906] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2025-12-09T20:36:09.261938] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2025-12-09T20:36:09.262822] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:09.262900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:09.263727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:09.265555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:09.266141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:09.267280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:09.269044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:09.270144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:09.270864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.421963] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.578422] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-09
[2025-12-09T20:36:09.609548] [DEBUG] [MAG       ] FOSL: Last date is validated at 2025-12-09
[2025-12-09T20:36:09.634456] [DEBUG] [MAG       ] MILN: Last date is validated at 2025-12-09
[2025-12-09T20:36:09.681292] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-09T20:36:09.681360] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-09T20:36:09.681723] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-09T20:36:09.681773] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-09T20:36:09.682521] [INFO ] [main      ] Progress: 171/438 forecasts completed (39.0%). BSCQ finished in 1.1s. ETA: 45.8s. Rate: 350.13 forecasts/min
[2025-12-09T20:36:09.694081] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.695849] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-09T20:36:09.695900] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-09T20:36:09.695953] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-09T20:36:09.696722] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:09.696780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:09.698444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:09.699494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:09.700088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:09.702418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.752020] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.788047] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.813543] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:09.851924] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2025-12-09T20:36:09.851993] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=5.56% (Conf=46.7053%)
[2025-12-09T20:36:09.852179] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-09T20:36:09.852241] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-09T20:36:09.853730] [INFO ] [main      ] Progress: 172/438 forecasts completed (39.3%). FOSL finished in 0.6s. ETA: 45.6s. Rate: 350.13 forecasts/min
[2025-12-09T20:36:09.864664] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-09T20:36:09.864735] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=59.1634%)
[2025-12-09T20:36:09.865088] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-09T20:36:09.865139] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-09T20:36:09.865237] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.865629] [INFO ] [main      ] Progress: 173/438 forecasts completed (39.5%). POWI finished in 0.7s. ETA: 45.2s. Rate: 352.03 forecasts/min
[2025-12-09T20:36:09.866288] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-09T20:36:09.866352] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-09T20:36:09.866388] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-09T20:36:09.867186] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:09.867282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:09.872321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:09.873891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:09.876877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:09.877008] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.877738] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-09T20:36:09.877789] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-09T20:36:09.877819] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-09T20:36:09.878557] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:09.878638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:09.880320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:09.881017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:09.881478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:09.881901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:09.882954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:09.885269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.892005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:09.893708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:09.899833] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2025-12-09T20:36:09.899902] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=56.9192%)
[2025-12-09T20:36:09.900276] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-09T20:36:09.900335] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-09T20:36:09.900778] [INFO ] [main      ] Progress: 174/438 forecasts completed (39.7%). MILN finished in 0.6s. ETA: 44.8s. Rate: 353.64 forecasts/min
[2025-12-09T20:36:09.912788] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:09.913677] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-09T20:36:09.913735] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-09T20:36:09.913768] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-09T20:36:09.914597] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:09.914658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:09.916343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:09.916900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:09.918179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:10.055509] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.224721] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:10.254423] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.255672] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.274970] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.338690] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-09T20:36:10.338759] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=55.9392%)
[2025-12-09T20:36:10.338914] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-09T20:36:10.338957] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-09T20:36:10.340649] [INFO ] [main      ] Progress: 175/438 forecasts completed (40.0%). EXPD finished in 0.7s. ETA: 45.0s. Rate: 350.45 forecasts/min
[2025-12-09T20:36:10.350992] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:10.352001] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-09T20:36:10.352052] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-09T20:36:10.352083] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-09T20:36:10.352855] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:36:10.424177] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:10.441879] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:10.445295] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:10.503146] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-09T20:36:10.503213] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=56.3299%)
[2025-12-09T20:36:10.503557] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-09T20:36:10.503622] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-09T20:36:10.503605] [INFO ] [main      ] Progress: 176/438 forecasts completed (40.2%). FDUS finished in 0.6s. ETA: 44.8s. Rate: 350.55 forecasts/min
[2025-12-09T20:36:10.514497] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:10.515553] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-09T20:36:10.515636] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-09T20:36:10.515668] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-09T20:36:10.516419] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:10.516477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:10.521174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:10.522114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:10.529520] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-09T20:36:10.529605] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-1.46% (Conf=53.5766%)
[2025-12-09T20:36:10.530073] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-09T20:36:10.530125] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-09T20:36:10.530093] [INFO ] [main      ] Progress: 177/438 forecasts completed (40.4%). KOD finished in 0.7s. ETA: 44.5s. Rate: 352.23 forecasts/min
[2025-12-09T20:36:10.542109] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:10.542926] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-09T20:36:10.542976] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-09T20:36:10.543007] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-09T20:36:10.543808] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-09T20:36:10.543906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:10.545496] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-09T20:36:10.545592] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=11.56% (Conf=57.0941%)
[2025-12-09T20:36:10.545910] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-09T20:36:10.545960] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-09T20:36:10.546696] [INFO ] [main      ] Progress: 178/438 forecasts completed (40.6%). TERN finished in 0.7s. ETA: 44.1s. Rate: 354.03 forecasts/min
[2025-12-09T20:36:10.548910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:10.550749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:10.551207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:10.551674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:10.552066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:10.552827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:10.553654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:10.555988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:10.559062] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:10.559951] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-09T20:36:10.560007] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-09T20:36:10.560038] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-09T20:36:10.560857] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:10.560918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:10.562625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:10.563153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:10.563622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:10.564022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:10.564804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:10.671443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:10.673398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:10.688851] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.713848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:10.714901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:10.759526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:10.760430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:10.761714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:10.838197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:10.839142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:10.841025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:10.843869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:10.844964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:10.847116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:10.847913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:10.852354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:10.853594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:10.854946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:10.856536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:10.856779] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:10.859521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:10.860212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:10.860922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:10.862893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:10.864007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:10.864731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:10.865432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-09T20:36:10.866151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:10.866939] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.869153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:10.870926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:10.873345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:10.875531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:10.879347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:10.896821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:10.898048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:10.899723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:10.900523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:10.902029] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-09
[2025-12-09T20:36:10.902241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:10.903878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:10.904819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:10.906038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:10.907282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:10.909447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:10.911042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:10.974470] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-09T20:36:10.974539] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-5.19% (Conf=51.9851%)
[2025-12-09T20:36:10.974722] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-09T20:36:10.974766] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-09T20:36:10.976690] [INFO ] [main      ] Progress: 179/438 forecasts completed (40.9%). EXP finished in 0.6s. ETA: 44.3s. Rate: 351.01 forecasts/min
[2025-12-09T20:36:10.985738] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:10.986647] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-09T20:36:10.986703] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-09T20:36:10.986733] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-09T20:36:10.987526] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:10.987606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:10.989274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:10.989838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:10.990273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:10.991040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:10.991866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:10.993510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.032678] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.065288] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.113298] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-09T20:36:11.113365] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=11.53% (Conf=58.053%)
[2025-12-09T20:36:11.113902] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-09T20:36:11.113951] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-09T20:36:11.114667] [INFO ] [main      ] Progress: 180/438 forecasts completed (41.1%). MGNI finished in 0.6s. ETA: 44.1s. Rate: 351.39 forecasts/min
[2025-12-09T20:36:11.124992] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.125835] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-09T20:36:11.125885] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-09T20:36:11.125916] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-09T20:36:11.126698] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:11.126758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:11.131726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:11.133472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:11.134315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:11.151292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.152451] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-09T20:36:11.152519] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-2.77% (Conf=64.9339%)
[2025-12-09T20:36:11.152879] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-09T20:36:11.152929] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-09T20:36:11.153661] [INFO ] [main      ] Progress: 181/438 forecasts completed (41.3%). CM finished in 0.6s. ETA: 43.7s. Rate: 352.89 forecasts/min
[2025-12-09T20:36:11.163887] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.164729] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-09T20:36:11.166916] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-09T20:36:11.166953] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-09T20:36:11.167804] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:36:11.248172] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-09
[2025-12-09T20:36:11.327271] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-09
[2025-12-09T20:36:11.436932] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.496496] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.505296] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-09
[2025-12-09T20:36:11.508704] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-09
[2025-12-09T20:36:11.578177] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-09T20:36:11.578244] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-3.77% (Conf=58.2599%)
[2025-12-09T20:36:11.578417] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-09T20:36:11.578460] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-09T20:36:11.580067] [INFO ] [main      ] Progress: 182/438 forecasts completed (41.6%). INSG finished in 0.6s. ETA: 43.9s. Rate: 349.99 forecasts/min
[2025-12-09T20:36:11.590900] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.591927] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-09T20:36:11.591978] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-09T20:36:11.592009] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-09T20:36:11.592788] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:11.592869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:11.595189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:11.596346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:11.596978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:11.598285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:11.600147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:11.600634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:11.601816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:11.603364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:11.604744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:11.605395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.679229] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.693075] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:11.698543] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-09T20:36:11.698639] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-09T20:36:11.698977] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-09T20:36:11.699026] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-09T20:36:11.699779] [INFO ] [main      ] Progress: 183/438 forecasts completed (41.8%). FTSM finished in 1.2s. ETA: 43.6s. Rate: 350.57 forecasts/min
[2025-12-09T20:36:11.711016] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.713025] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-09T20:36:11.713079] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-09T20:36:11.713109] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-09T20:36:11.713908] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:11.713970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:11.719466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:11.721516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:11.722152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:11.722598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:11.722977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:11.726632] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-09T20:36:11.726700] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-09T20:36:11.727050] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-09T20:36:11.727100] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-09T20:36:11.728096] [INFO ] [main      ] Progress: 184/438 forecasts completed (42.0%). CIF finished in 0.6s. ETA: 43.3s. Rate: 352.17 forecasts/min
[2025-12-09T20:36:11.738818] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.739864] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-09T20:36:11.739918] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-09T20:36:11.739949] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-09T20:36:11.740724] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:11.740786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:11.745709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:11.747482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:11.747997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:11.748412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:11.749351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:11.750557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:11.751540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:11.752547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:11.753612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.758621] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-09T20:36:11.758701] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-09T20:36:11.759102] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-09T20:36:11.759156] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-09T20:36:11.759647] [INFO ] [main      ] Progress: 185/438 forecasts completed (42.2%). EVF finished in 0.6s. ETA: 42.9s. Rate: 353.73 forecasts/min
[2025-12-09T20:36:11.771797] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:11.772901] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-09T20:36:11.772967] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-09T20:36:11.773006] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-09T20:36:11.773969] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:11.774035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:11.775556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:11.778151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:11.781633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.835087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:11.941868] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.098785] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.112912] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.162769] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.181202] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.208765] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-09T20:36:12.208835] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=47.517%)
[2025-12-09T20:36:12.209006] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-09T20:36:12.209050] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-09T20:36:12.210635] [INFO ] [main      ] Progress: 186/438 forecasts completed (42.5%). MCHI finished in 0.6s. ETA: 43.1s. Rate: 350.60 forecasts/min
[2025-12-09T20:36:12.221373] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:12.222478] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-09T20:36:12.222532] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-09T20:36:12.222563] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-09T20:36:12.223368] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:12.223427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:12.225115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:12.225647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:12.226041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:12.274267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:12.275361] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.343386] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.353103] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.381619] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-09T20:36:12.381701] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=69.7337%)
[2025-12-09T20:36:12.382073] [INFO ] [main      ] Progress: 187/438 forecasts completed (42.7%). CPK finished in 0.7s. ETA: 43.0s. Rate: 350.60 forecasts/min
[2025-12-09T20:36:12.382200] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-09T20:36:12.382245] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-09T20:36:12.397560] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:12.398508] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-09T20:36:12.398565] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-09T20:36:12.398622] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-09T20:36:12.399444] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:12.399506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:12.404667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:12.406518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:12.407044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:12.407461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:12.409923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:12.411697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:12.412155] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-09T20:36:12.412221] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=7.02% (Conf=49.4291%)
[2025-12-09T20:36:12.412680] [INFO ] [main      ] Fetching symbol history for RGCO...
[2025-12-09T20:36:12.412731] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2025-12-09T20:36:12.413651] [INFO ] [main      ] Progress: 188/438 forecasts completed (42.9%). INGN finished in 0.7s. ETA: 42.6s. Rate: 352.12 forecasts/min
[2025-12-09T20:36:12.423123] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:12.424080] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2025-12-09T20:36:12.424134] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2025-12-09T20:36:12.424164] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2025-12-09T20:36:12.425060] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:12.425139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:12.430279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:12.432782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:12.433381] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-09T20:36:12.433447] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=44.8836%)
[2025-12-09T20:36:12.433783] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-09T20:36:12.433834] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-09T20:36:12.434677] [INFO ] [main      ] Progress: 189/438 forecasts completed (43.2%). PRGO finished in 0.7s. ETA: 42.2s. Rate: 353.76 forecasts/min
[2025-12-09T20:36:12.444897] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:12.445924] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-09T20:36:12.445975] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-09T20:36:12.446006] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-09T20:36:12.446800] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:12.446863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:12.451603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:12.452404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:12.453240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:12.455660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:12.456628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:12.457653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:12.458330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:12.460307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:12.474056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:12.475386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:12.476240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:12.480757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:12.481482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:12.485675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:12.504485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:12.603642] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.763324] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.769609] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.795051] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.828631] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-09T20:36:12.828706] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=50.1841%)
[2025-12-09T20:36:12.829200] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-09T20:36:12.829245] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-09T20:36:12.829840] [INFO ] [main      ] Progress: 190/438 forecasts completed (43.4%). BOC finished in 0.6s. ETA: 42.4s. Rate: 351.30 forecasts/min
[2025-12-09T20:36:12.843698] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:12.844708] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-09T20:36:12.844766] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-09T20:36:12.844800] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-09T20:36:12.845673] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:12.845749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:12.847673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:12.848305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:12.848908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:12.855322] [DEBUG] [MAG       ] RGCO: Last date is validated at 2025-12-09
[2025-12-09T20:36:12.867550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:12.868502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:12.934728] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:12.962065] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.029748] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.045623] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-09T20:36:13.045693] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=3.98% (Conf=52.5799%)
[2025-12-09T20:36:13.046062] [INFO ] [main      ] Progress: 191/438 forecasts completed (43.6%). FSLY finished in 0.6s. ETA: 42.2s. Rate: 350.82 forecasts/min
[2025-12-09T20:36:13.046183] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-09T20:36:13.046223] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-09T20:36:13.046598] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-09T20:36:13.046665] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=45.3206%)
[2025-12-09T20:36:13.047044] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-09T20:36:13.047095] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-09T20:36:13.047075] [INFO ] [main      ] Progress: 192/438 forecasts completed (43.8%). CE finished in 0.7s. ETA: 41.9s. Rate: 352.64 forecasts/min
[2025-12-09T20:36:13.058022] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.058106] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.059013] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-09T20:36:13.059070] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-09T20:36:13.059101] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-09T20:36:13.059128] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-09T20:36:13.059179] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-09T20:36:13.059209] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-09T20:36:13.059965] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:13.060002] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:36:13.060026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:13.064935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:13.066306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:13.067933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:13.070301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.108825] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2025-12-09T20:36:13.108899] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=64.8285%)
[2025-12-09T20:36:13.109321] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-09T20:36:13.109371] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-09T20:36:13.109662] [INFO ] [main      ] Progress: 193/438 forecasts completed (44.1%). RGCO finished in 0.7s. ETA: 41.5s. Rate: 353.80 forecasts/min
[2025-12-09T20:36:13.120543] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.121470] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-09T20:36:13.121522] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-09T20:36:13.121556] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-09T20:36:13.122597] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:13.122657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:13.125372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:13.127945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.225928] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-09
[2025-12-09T20:36:13.402044] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-09
[2025-12-09T20:36:13.402469] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.447546] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-09
[2025-12-09T20:36:13.475720] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-09
[2025-12-09T20:36:13.541731] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-09T20:36:13.541801] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=61.2614%)
[2025-12-09T20:36:13.542168] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-09T20:36:13.542220] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-09T20:36:13.543654] [INFO ] [main      ] Progress: 194/438 forecasts completed (44.3%). ODFL finished in 0.7s. ETA: 41.7s. Rate: 350.98 forecasts/min
[2025-12-09T20:36:13.554309] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.555563] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-09T20:36:13.555642] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-09T20:36:13.555699] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-09T20:36:13.556623] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:13.556687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:13.558605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:13.559160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:13.559699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:13.560101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:13.560799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:13.562957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:13.567057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:13.568176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.570954] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.613763] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.636731] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-09T20:36:13.636804] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=65.0245%)
[2025-12-09T20:36:13.636961] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-09T20:36:13.637004] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-09T20:36:13.637902] [INFO ] [main      ] Progress: 195/438 forecasts completed (44.5%). CTBB finished in 0.6s. ETA: 41.4s. Rate: 351.79 forecasts/min
[2025-12-09T20:36:13.648680] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.649621] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-09T20:36:13.649672] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-09T20:36:13.649703] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-09T20:36:13.650444] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:13.650503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:13.655257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:13.660024] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:13.688675] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-09T20:36:13.688744] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=48.4718%)
[2025-12-09T20:36:13.689086] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-09T20:36:13.689134] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-09T20:36:13.689649] [INFO ] [main      ] Progress: 196/438 forecasts completed (44.7%). BLCN finished in 0.6s. ETA: 41.1s. Rate: 353.04 forecasts/min
[2025-12-09T20:36:13.700395] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.701513] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-09T20:36:13.701563] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-09T20:36:13.701617] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-09T20:36:13.702398] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:13.702461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:13.704149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:13.704675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:13.705115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:13.705504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:13.706710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:13.709372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.768498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:13.774393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.794587] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-09T20:36:13.794655] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=46.4542%)
[2025-12-09T20:36:13.795128] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-09T20:36:13.795180] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-09T20:36:13.795642] [INFO ] [main      ] Progress: 197/438 forecasts completed (45.0%). HEI finished in 0.7s. ETA: 40.9s. Rate: 353.72 forecasts/min
[2025-12-09T20:36:13.806910] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:13.808215] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-09T20:36:13.808268] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-09T20:36:13.808299] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-09T20:36:13.809123] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:13.809183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:13.810799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:13.811793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:13.861990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:13.925355] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.049024] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.094295] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.111890] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.205080] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.213354] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-09T20:36:14.213439] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=51.7198%)
[2025-12-09T20:36:14.213652] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-09T20:36:14.213890] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-09T20:36:14.215655] [INFO ] [main      ] Progress: 198/438 forecasts completed (45.2%). MCRI finished in 0.7s. ETA: 41.0s. Rate: 351.10 forecasts/min
[2025-12-09T20:36:14.218376] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.228089] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.229270] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-09T20:36:14.229320] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-09T20:36:14.229351] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-09T20:36:14.230362] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:14.230427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:14.232844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:14.234522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:14.281813] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.283592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:14.285756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:14.287064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.319968] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-09T20:36:14.320038] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=53.4824%)
[2025-12-09T20:36:14.320396] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-09T20:36:14.320446] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-09T20:36:14.320465] [INFO ] [main      ] Progress: 199/438 forecasts completed (45.4%). MRK finished in 0.6s. ETA: 40.8s. Rate: 351.79 forecasts/min
[2025-12-09T20:36:14.332164] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.333412] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-09T20:36:14.333475] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-09T20:36:14.333514] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-09T20:36:14.334309] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:14.334368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:14.335174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:14.335837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:14.336531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.340643] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-09T20:36:14.340715] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=63.3303%)
[2025-12-09T20:36:14.341056] [INFO ] [main      ] Progress: 200/438 forecasts completed (45.7%). SVC finished in 0.7s. ETA: 40.4s. Rate: 353.34 forecasts/min
[2025-12-09T20:36:14.341171] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-09T20:36:14.341212] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-09T20:36:14.352567] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.353608] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-09T20:36:14.353658] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-09T20:36:14.353688] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-09T20:36:14.354434] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:14.354495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:14.359213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:14.361023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:14.361509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:14.361961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:14.362342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:14.362960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.378034] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.452833] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-09T20:36:14.452902] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=30.49% (Conf=52.6574%)
[2025-12-09T20:36:14.453327] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-09T20:36:14.453377] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-09T20:36:14.453651] [INFO ] [main      ] Progress: 201/438 forecasts completed (45.9%). TROX finished in 0.7s. ETA: 40.2s. Rate: 353.93 forecasts/min
[2025-12-09T20:36:14.464414] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.465463] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-09T20:36:14.465521] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-09T20:36:14.465566] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-09T20:36:14.466925] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:14.466982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:14.472111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.639222] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.672099] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.703226] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.813617] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-09
[2025-12-09T20:36:14.822270] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.837803] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.870102] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:14.921874] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-09T20:36:14.921939] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=62.5283%)
[2025-12-09T20:36:14.922291] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-09T20:36:14.922341] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-09T20:36:14.922327] [INFO ] [main      ] Progress: 202/438 forecasts completed (46.1%). AEVA finished in 0.6s. ETA: 40.4s. Rate: 350.87 forecasts/min
[2025-12-09T20:36:14.934629] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.935679] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-09T20:36:14.935792] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-09T20:36:14.935828] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-09T20:36:14.936636] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:14.936696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:14.937596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:14.941210] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-09T20:36:14.941278] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=55.2883%)
[2025-12-09T20:36:14.941437] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-09T20:36:14.941502] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=59.9138%)
[2025-12-09T20:36:14.941659] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-09T20:36:14.941689] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-09T20:36:14.941712] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-09T20:36:14.941737] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-09T20:36:14.942622] [INFO ] [main      ] Progress: 203/438 forecasts completed (46.3%). PLD finished in 0.7s. ETA: 40.0s. Rate: 352.40 forecasts/min
[2025-12-09T20:36:14.942840] [INFO ] [main      ] Progress: 204/438 forecasts completed (46.6%). RSI finished in 0.6s. ETA: 39.6s. Rate: 354.13 forecasts/min
[2025-12-09T20:36:14.953095] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.953268] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:14.954196] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-09T20:36:14.954589] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-09T20:36:14.954626] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-09T20:36:14.955377] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:14.955436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:14.956201] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-09T20:36:14.956257] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-09T20:36:14.956289] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-09T20:36:14.957098] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:14.957118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:14.957157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:14.957667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:14.958091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:14.958784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.959638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:14.981913] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:15.040269] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-09T20:36:15.040335] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=48.6559%)
[2025-12-09T20:36:15.040695] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-09T20:36:15.040743] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-09T20:36:15.041670] [INFO ] [main      ] Progress: 205/438 forecasts completed (46.8%). SREA finished in 0.6s. ETA: 39.4s. Rate: 354.85 forecasts/min
[2025-12-09T20:36:15.047181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:15.048272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:15.051266] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:15.052137] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-09T20:36:15.052185] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-09T20:36:15.052215] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-09T20:36:15.052808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:15.052983] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:15.053043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:15.055599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.057760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:15.060136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:15.060923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:15.061929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:15.064583] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.296761] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.296816] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.384630] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.405053] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.464729] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:15.465784] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:15.527352] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-09T20:36:15.527417] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=54.3835%)
[2025-12-09T20:36:15.527804] [INFO ] [main      ] Progress: 206/438 forecasts completed (47.0%). HYMC finished in 0.6s. ETA: 39.6s. Rate: 351.65 forecasts/min
[2025-12-09T20:36:15.527927] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-09T20:36:15.527977] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-09T20:36:15.540069] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:15.541056] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-09T20:36:15.541107] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-09T20:36:15.541138] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-09T20:36:15.541912] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:15.541972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:15.542089] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-09T20:36:15.542159] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=55.1091%)
[2025-12-09T20:36:15.542564] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-09T20:36:15.542633] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-09T20:36:15.542650] [INFO ] [main      ] Progress: 207/438 forecasts completed (47.3%). CMCSA finished in 0.6s. ETA: 39.2s. Rate: 353.21 forecasts/min
[2025-12-09T20:36:15.543856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:15.544349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:15.544780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:15.545533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:15.547233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.550425] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:15.553966] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:15.555008] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-09T20:36:15.555059] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-09T20:36:15.555090] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-09T20:36:15.555937] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:15.555998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:15.560967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:15.562785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:15.563279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:15.563730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.572701] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:15.619792] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-09T20:36:15.619860] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=66.006%)
[2025-12-09T20:36:15.620231] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-09T20:36:15.620281] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-09T20:36:15.620634] [INFO ] [main      ] Progress: 208/438 forecasts completed (47.5%). EBC finished in 0.7s. ETA: 39.0s. Rate: 354.13 forecasts/min
[2025-12-09T20:36:15.632498] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:15.633701] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-09T20:36:15.633757] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-09T20:36:15.633788] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-09T20:36:15.634569] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:15.634649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:15.636340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:15.636921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:15.637313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:15.638081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:15.638754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:15.640329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:15.641719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:15.642915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.708058] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-09T20:36:15.708124] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=60.6254%)
[2025-12-09T20:36:15.708282] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-09T20:36:15.708324] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-09T20:36:15.709645] [INFO ] [main      ] Progress: 209/438 forecasts completed (47.7%). PEN finished in 0.7s. ETA: 38.7s. Rate: 354.94 forecasts/min
[2025-12-09T20:36:15.719612] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:15.720510] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-09T20:36:15.720597] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-09T20:36:15.720632] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-09T20:36:15.721426] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:15.721485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:15.723879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:15.885251] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.960384] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-09
[2025-12-09T20:36:15.975017] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.053618] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.064825] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.125043] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-09T20:36:16.125106] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=43.1255%)
[2025-12-09T20:36:16.125446] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-09T20:36:16.125495] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-09T20:36:16.126289] [INFO ] [main      ] Progress: 210/438 forecasts completed (47.9%). BEP finished in 0.6s. ETA: 38.8s. Rate: 352.48 forecasts/min
[2025-12-09T20:36:16.133454] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.137958] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.138881] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-09T20:36:16.138931] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-09T20:36:16.138961] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-09T20:36:16.139759] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:16.139819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:16.141507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:16.142015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:16.142399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:16.143196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:16.145506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:16.147178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.154763] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.237068] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.245914] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-09T20:36:16.245992] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=56.8534%)
[2025-12-09T20:36:16.246152] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-09T20:36:16.246195] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-09T20:36:16.246846] [INFO ] [main      ] Progress: 211/438 forecasts completed (48.2%). PTGX finished in 0.7s. ETA: 38.6s. Rate: 352.97 forecasts/min
[2025-12-09T20:36:16.258178] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.259322] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-09T20:36:16.259378] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-09T20:36:16.259411] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-09T20:36:16.260298] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:16.260362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:16.265302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:16.267151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:16.267706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:16.268119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:16.268897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.274565] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-09T20:36:16.274657] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=3.87% (Conf=60.7726%)
[2025-12-09T20:36:16.274844] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-09T20:36:16.274895] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-09T20:36:16.276244] [INFO ] [main      ] Progress: 212/438 forecasts completed (48.4%). NEM finished in 0.7s. ETA: 38.3s. Rate: 354.35 forecasts/min
[2025-12-09T20:36:16.286659] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.287466] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-09T20:36:16.287542] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-09T20:36:16.287595] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-09T20:36:16.288671] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:16.288746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:16.293989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:16.336155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:16.339165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:16.355653] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-09T20:36:16.355733] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=52.7731%)
[2025-12-09T20:36:16.356120] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-09T20:36:16.356171] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-09T20:36:16.356666] [INFO ] [main      ] Progress: 213/438 forecasts completed (48.6%). SYNA finished in 0.6s. ETA: 38.0s. Rate: 355.22 forecasts/min
[2025-12-09T20:36:16.358376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.367844] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.368998] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-09T20:36:16.369064] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-09T20:36:16.369096] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-09T20:36:16.370031] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:16.370097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:16.370984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:16.418166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.486634] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.627426] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.654052] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.711708] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.781817] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:16.801778] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.806100] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-09T20:36:16.806175] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=51.7231%)
[2025-12-09T20:36:16.806524] [INFO ] [main      ] Progress: 214/438 forecasts completed (48.9%). VRTX finished in 0.7s. ETA: 38.1s. Rate: 352.48 forecasts/min
[2025-12-09T20:36:16.806655] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-09T20:36:16.806698] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-09T20:36:16.818459] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.820412] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-09T20:36:16.820465] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-09T20:36:16.820497] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-09T20:36:16.821271] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:16.821332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:16.826422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:16.828940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:16.833295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.888616] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.894205] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-09T20:36:16.894279] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=-8.36% (Conf=38.1053%)
[2025-12-09T20:36:16.894747] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-09T20:36:16.894801] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-09T20:36:16.895667] [INFO ] [main      ] Progress: 215/438 forecasts completed (49.1%). AEHL finished in 0.6s. ETA: 37.9s. Rate: 353.27 forecasts/min
[2025-12-09T20:36:16.905785] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.907115] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-09T20:36:16.907167] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-09T20:36:16.907198] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-09T20:36:16.908071] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:16.908130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:16.909093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:16.967442] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-09T20:36:16.967529] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=5.02% (Conf=51.8734%)
[2025-12-09T20:36:16.967877] [INFO ] [main      ] Fetching symbol history for SITM...
[2025-12-09T20:36:16.967922] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2025-12-09T20:36:16.968194] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:16.969191] [INFO ] [main      ] Progress: 216/438 forecasts completed (49.3%). COYA finished in 0.7s. ETA: 37.6s. Rate: 354.20 forecasts/min
[2025-12-09T20:36:16.980996] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:16.982062] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2025-12-09T20:36:16.982132] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2025-12-09T20:36:16.982172] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2025-12-09T20:36:16.983210] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:16.983283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:16.985369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:16.985911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:16.988833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:16.990541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.059735] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-09T20:36:17.059816] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=55.1157%)
[2025-12-09T20:36:17.060163] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-09T20:36:17.060215] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-09T20:36:17.060893] [INFO ] [main      ] Progress: 217/438 forecasts completed (49.5%). MBIN finished in 0.7s. ETA: 37.4s. Rate: 354.95 forecasts/min
[2025-12-09T20:36:17.074150] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:17.075395] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-09T20:36:17.075450] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-09T20:36:17.075482] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-09T20:36:17.076335] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:17.076407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:17.081391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:17.083763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:17.126215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:17.127954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:17.131191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:17.133309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:17.134708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.175687] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.276766] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.337625] [DEBUG] [MAG       ] SITM: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.346592] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:17.410977] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-09T20:36:17.411048] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=5.30% (Conf=49.2825%)
[2025-12-09T20:36:17.411486] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-09T20:36:17.411537] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-09T20:36:17.411677] [INFO ] [main      ] Progress: 218/438 forecasts completed (49.8%). NXGL finished in 0.6s. ETA: 37.4s. Rate: 353.21 forecasts/min
[2025-12-09T20:36:17.424823] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:17.425696] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-09T20:36:17.425752] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-09T20:36:17.425810] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-09T20:36:17.426608] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:17.426668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:17.431806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:17.432629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:17.433803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:17.435997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:17.437877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.455653] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:17.506570] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:17.512234] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-09T20:36:17.512300] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=53.5245%)
[2025-12-09T20:36:17.512681] [INFO ] [main      ] Progress: 219/438 forecasts completed (50.0%). EGY finished in 0.6s. ETA: 37.1s. Rate: 353.86 forecasts/min
[2025-12-09T20:36:17.512801] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-09T20:36:17.512841] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-09T20:36:17.523631] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:17.524516] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-09T20:36:17.524567] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-09T20:36:17.524619] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-09T20:36:17.525390] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:17.525451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:17.527134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:17.527711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:17.528102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:17.533063] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.569547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:17.570468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.664481] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2025-12-09T20:36:17.664548] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=50.7586%)
[2025-12-09T20:36:17.664720] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-09T20:36:17.664764] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-09T20:36:17.666687] [INFO ] [main      ] Progress: 220/438 forecasts completed (50.2%). SITM finished in 0.7s. ETA: 36.9s. Rate: 354.01 forecasts/min
[2025-12-09T20:36:17.676801] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:17.678009] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-09T20:36:17.678061] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-09T20:36:17.678092] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-09T20:36:17.678920] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:17.678979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:17.680678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:17.681166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:17.681554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:17.683550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:17.684289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.715481] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:17.780615] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.794969] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-09T20:36:17.795052] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=55.7169%)
[2025-12-09T20:36:17.795223] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-09T20:36:17.795267] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-09T20:36:17.797714] [INFO ] [main      ] Progress: 221/438 forecasts completed (50.5%). ARCO finished in 0.7s. ETA: 36.7s. Rate: 354.37 forecasts/min
[2025-12-09T20:36:17.806738] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:17.808318] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-09T20:36:17.808384] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-09T20:36:17.808418] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-09T20:36:17.809278] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:17.809364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:17.815195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:17.922283] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-09
[2025-12-09T20:36:17.930277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:17.931311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:17.949068] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.020128] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.024373] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-09T20:36:18.024797] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-7.92% (Conf=54.0059%)
[2025-12-09T20:36:18.025118] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-09T20:36:18.025167] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-09T20:36:18.026862] [INFO ] [main      ] Progress: 222/438 forecasts completed (50.7%). ONDS finished in 0.6s. ETA: 36.6s. Rate: 353.81 forecasts/min
[2025-12-09T20:36:18.041703] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.042793] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-09T20:36:18.042850] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-09T20:36:18.042881] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-09T20:36:18.043673] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:18.043734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.045399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:18.045926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:18.046357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:18.046763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:18.047695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:18.050017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.097414] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.151797] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-09T20:36:18.151864] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2025-12-09T20:36:18.152189] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-09T20:36:18.152240] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-09T20:36:18.153646] [INFO ] [main      ] Progress: 223/438 forecasts completed (50.9%). IGSB finished in 0.6s. ETA: 36.4s. Rate: 354.21 forecasts/min
[2025-12-09T20:36:18.163276] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.164446] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-09T20:36:18.164495] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-09T20:36:18.164526] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-09T20:36:18.165300] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:18.165360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.167026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:18.167562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:18.167967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:18.184388] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.243232] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-09T20:36:18.243299] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=41.4122%)
[2025-12-09T20:36:18.243665] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-09T20:36:18.243716] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-09T20:36:18.244646] [INFO ] [main      ] Progress: 224/438 forecasts completed (51.1%). ABOS finished in 0.6s. ETA: 36.2s. Rate: 354.94 forecasts/min
[2025-12-09T20:36:18.254836] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.256054] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-09T20:36:18.256115] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-09T20:36:18.256147] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-09T20:36:18.256926] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:18.256996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.258729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:18.259235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:18.260163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.275954] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.279457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.387636] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.447265] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.525145] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-09T20:36:18.525231] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=57.5233%)
[2025-12-09T20:36:18.525702] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-09T20:36:18.525762] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-09T20:36:18.526651] [INFO ] [main      ] Progress: 225/438 forecasts completed (51.4%). MCBS finished in 0.7s. ETA: 36.1s. Rate: 353.89 forecasts/min
[2025-12-09T20:36:18.536999] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.538171] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-09T20:36:18.538224] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-09T20:36:18.538256] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-09T20:36:18.539071] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:18.539132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.541001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:18.541596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:18.542023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:18.543299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:18.555070] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.591981] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.615850] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.618271] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-09T20:36:18.618340] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=4.58% (Conf=59.9368%)
[2025-12-09T20:36:18.618510] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-09T20:36:18.618563] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-09T20:36:18.619275] [INFO ] [main      ] Progress: 226/438 forecasts completed (51.6%). COTY finished in 0.6s. ETA: 35.9s. Rate: 354.60 forecasts/min
[2025-12-09T20:36:18.625944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.630403] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.632288] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-09T20:36:18.632340] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-09T20:36:18.632371] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-09T20:36:18.633188] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:18.633248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:18.633995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:18.635053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.636868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:18.638570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.757231] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.782922] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:18.816757] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-09T20:36:18.816823] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=46.355%)
[2025-12-09T20:36:18.816979] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-09T20:36:18.817023] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-09T20:36:18.818663] [INFO ] [main      ] Progress: 227/438 forecasts completed (51.8%). HTD finished in 0.6s. ETA: 35.7s. Rate: 354.32 forecasts/min
[2025-12-09T20:36:18.828425] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.829536] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-09T20:36:18.829603] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-09T20:36:18.829636] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-09T20:36:18.830408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:18.830468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:18.835209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:18.836954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:18.837425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:18.875416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:18.876826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.881798] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-09T20:36:18.881865] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=59.2726%)
[2025-12-09T20:36:18.882198] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-09T20:36:18.882248] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-09T20:36:18.882660] [INFO ] [main      ] Progress: 228/438 forecasts completed (52.1%). CF finished in 0.7s. ETA: 35.5s. Rate: 355.29 forecasts/min
[2025-12-09T20:36:18.892836] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:18.893906] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-09T20:36:18.893958] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-09T20:36:18.893989] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-09T20:36:18.894802] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:18.894863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:18.899746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:18.900815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:18.902521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:18.969461] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-09
[2025-12-09T20:36:18.979797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:18.982852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:18.983896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:18.989275] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.145490] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.169342] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.201771] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-09T20:36:19.201839] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=8.64% (Conf=61.4774%)
[2025-12-09T20:36:19.202240] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-09T20:36:19.202292] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-09T20:36:19.202288] [INFO ] [main      ] Progress: 229/438 forecasts completed (52.3%). CGEN finished in 0.7s. ETA: 35.4s. Rate: 353.91 forecasts/min
[2025-12-09T20:36:19.213797] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:19.214015] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.214858] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-09T20:36:19.214917] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-09T20:36:19.214950] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-09T20:36:19.215753] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:19.215815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:19.217589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:19.218127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:19.218528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:19.220421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:19.221505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:19.294334] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-09T20:36:19.294409] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=59.4912%)
[2025-12-09T20:36:19.294747] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-09T20:36:19.294797] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-09T20:36:19.295670] [INFO ] [main      ] Progress: 230/438 forecasts completed (52.5%). DKS finished in 0.7s. ETA: 35.2s. Rate: 354.61 forecasts/min
[2025-12-09T20:36:19.306135] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:19.307084] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-09T20:36:19.307135] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-09T20:36:19.307165] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-09T20:36:19.307962] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:19.308022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:19.312798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:19.314534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:19.315017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:19.315395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:19.324441] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.378826] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.424996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:19.427235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:19.461796] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-09T20:36:19.461862] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=2.06% (Conf=54.1952%)
[2025-12-09T20:36:19.462194] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-09T20:36:19.462243] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-09T20:36:19.462661] [INFO ] [main      ] Progress: 231/438 forecasts completed (52.7%). CNO finished in 0.6s. ETA: 35.0s. Rate: 354.63 forecasts/min
[2025-12-09T20:36:19.474781] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:19.475860] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-09T20:36:19.475913] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-09T20:36:19.475943] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-09T20:36:19.476749] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:19.476808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:19.493515] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.514775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:19.516188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:19.518004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:19.520776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:19.561081] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-09T20:36:19.561148] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=55.3167%)
[2025-12-09T20:36:19.561499] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-09T20:36:19.561548] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-09T20:36:19.561643] [INFO ] [main      ] Progress: 232/438 forecasts completed (53.0%). AUDC finished in 0.7s. ETA: 34.8s. Rate: 355.26 forecasts/min
[2025-12-09T20:36:19.565809] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.572460] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:19.573401] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-09T20:36:19.573451] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-09T20:36:19.573481] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-09T20:36:19.574251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:19.574313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:19.579044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:19.580783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:19.581254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:19.582330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:19.584307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:19.743875] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.783395] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.834514] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-09T20:36:19.834610] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=67.3245%)
[2025-12-09T20:36:19.835051] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-09T20:36:19.835101] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-09T20:36:19.835666] [INFO ] [main      ] Progress: 233/438 forecasts completed (53.2%). FOA finished in 0.6s. ETA: 34.7s. Rate: 354.32 forecasts/min
[2025-12-09T20:36:19.846630] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:19.847704] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-09T20:36:19.847758] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-09T20:36:19.847789] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-09T20:36:19.848547] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:19.848627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:19.853312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:19.855042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:19.855509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:19.855912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:19.857616] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-09
[2025-12-09T20:36:19.954231] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:19.986389] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.021739] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.024779] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-09T20:36:20.024843] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=9.74% (Conf=57.2377%)
[2025-12-09T20:36:20.025167] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-09T20:36:20.025218] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-09T20:36:20.026027] [INFO ] [main      ] Progress: 234/438 forecasts completed (53.4%). KPTI finished in 0.7s. ETA: 34.6s. Rate: 354.13 forecasts/min
[2025-12-09T20:36:20.036413] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.037555] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-09T20:36:20.037627] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-09T20:36:20.037657] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-09T20:36:20.038400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:20.038460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.043217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:20.044976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:20.045435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:20.045843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.143045] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-09T20:36:20.143113] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=62.3143%)
[2025-12-09T20:36:20.143435] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-09T20:36:20.143484] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-09T20:36:20.143658] [INFO ] [main      ] Progress: 235/438 forecasts completed (53.7%). MRVL finished in 0.7s. ETA: 34.3s. Rate: 354.59 forecasts/min
[2025-12-09T20:36:20.155237] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.156359] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-09T20:36:20.156416] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-09T20:36:20.156448] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-09T20:36:20.156796] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.157283] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:20.157343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.162452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:20.163767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.190233] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.228213] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-09T20:36:20.228288] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=3.69% (Conf=50.6472%)
[2025-12-09T20:36:20.228716] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-09T20:36:20.228769] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-09T20:36:20.229686] [INFO ] [main      ] Progress: 236/438 forecasts completed (53.9%). LSPD finished in 0.7s. ETA: 34.1s. Rate: 355.33 forecasts/min
[2025-12-09T20:36:20.240249] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.241300] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-09T20:36:20.241354] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-09T20:36:20.241388] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-09T20:36:20.242235] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:20.242301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.247227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:20.249132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:20.249645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:20.250044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:20.250966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:20.251946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:20.252594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.357645] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.383285] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.416307] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-09T20:36:20.416374] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=61.1927%)
[2025-12-09T20:36:20.416767] [INFO ] [main      ] Progress: 237/438 forecasts completed (54.1%). ARI finished in 0.6s. ETA: 34.0s. Rate: 355.17 forecasts/min
[2025-12-09T20:36:20.416901] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-09T20:36:20.416944] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-09T20:36:20.427804] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.428681] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-09T20:36:20.428735] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-09T20:36:20.428768] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-09T20:36:20.429537] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:20.429622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:20.431321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:20.431865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:20.432286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:20.433194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:20.500098] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.550585] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.555719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:20.558052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:20.558807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.594197] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.674032] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.675475] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-09T20:36:20.675535] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-11.67% (Conf=56.7246%)
[2025-12-09T20:36:20.675912] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-09T20:36:20.675965] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-09T20:36:20.676656] [INFO ] [main      ] Progress: 238/438 forecasts completed (54.3%). SMTC finished in 0.7s. ETA: 33.9s. Rate: 354.37 forecasts/min
[2025-12-09T20:36:20.687280] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.688996] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-09T20:36:20.689054] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-09T20:36:20.689086] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-09T20:36:20.689908] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:20.689970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.694873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:20.761539] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:20.787017] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-09T20:36:20.787103] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=46.1008%)
[2025-12-09T20:36:20.787308] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-09T20:36:20.787373] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-09T20:36:20.789072] [INFO ] [main      ] Progress: 239/438 forecasts completed (54.6%). ALG finished in 0.6s. ETA: 33.6s. Rate: 354.87 forecasts/min
[2025-12-09T20:36:20.799496] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.801371] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-09T20:36:20.801429] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-09T20:36:20.801460] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-09T20:36:20.802279] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:20.802342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.807071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:20.809030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:20.809517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:20.810096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:20.810945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:20.811870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:20.824665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:20.826558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.886738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:20.888225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:20.890728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:20.904134] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-09
[2025-12-09T20:36:20.924189] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-09T20:36:20.924254] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=63.5582%)
[2025-12-09T20:36:20.924415] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-09T20:36:20.924458] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-09T20:36:20.925660] [INFO ] [main      ] Progress: 240/438 forecasts completed (54.8%). ULTA finished in 0.7s. ETA: 33.5s. Rate: 355.15 forecasts/min
[2025-12-09T20:36:20.936310] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:20.937424] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-09T20:36:20.937473] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-09T20:36:20.937527] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-09T20:36:20.938328] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:20.938390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:20.943248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:20.945056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:20.945527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:20.947932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:20.948678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:20.950320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.079429] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:21.180885] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.205608] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-09T20:36:21.205680] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=52.9318%)
[2025-12-09T20:36:21.205984] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-09T20:36:21.206032] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-09T20:36:21.206872] [INFO ] [main      ] Progress: 241/438 forecasts completed (55.0%). AMGN finished in 0.8s. ETA: 33.4s. Rate: 354.17 forecasts/min
[2025-12-09T20:36:21.222049] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:21.223327] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-09T20:36:21.223377] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-09T20:36:21.223408] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-09T20:36:21.224374] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:21.224434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:21.226294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:21.226823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:21.227262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:21.231141] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.231482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:21.232443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:21.233740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:21.235688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.288414] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.351507] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:21.402929] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:21.431519] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-09T20:36:21.431603] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=14.60% (Conf=53.2489%)
[2025-12-09T20:36:21.431936] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-09T20:36:21.431985] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-09T20:36:21.432679] [INFO ] [main      ] Progress: 242/438 forecasts completed (55.3%). DRIO finished in 0.8s. ETA: 33.2s. Rate: 353.69 forecasts/min
[2025-12-09T20:36:21.443196] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:21.444176] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-09T20:36:21.444225] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-09T20:36:21.444256] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-09T20:36:21.445266] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:21.445327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:21.447145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:21.447690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:21.448070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:21.448941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:21.463949] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:21.472652] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-09T20:36:21.472912] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=55.0169%)
[2025-12-09T20:36:21.473349] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-09T20:36:21.473401] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-09T20:36:21.473656] [INFO ] [main      ] Progress: 243/438 forecasts completed (55.5%). VLRS finished in 0.7s. ETA: 33.0s. Rate: 354.79 forecasts/min
[2025-12-09T20:36:21.485973] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:21.487043] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-09T20:36:21.487095] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-09T20:36:21.487127] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-09T20:36:21.487979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:21.488039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:21.493492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:21.496400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:21.497205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:21.499894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.560872] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-09T20:36:21.560947] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=4.94% (Conf=43.9866%)
[2025-12-09T20:36:21.561295] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-09T20:36:21.561346] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-09T20:36:21.562653] [INFO ] [main      ] Progress: 244/438 forecasts completed (55.7%). MAXI finished in 0.6s. ETA: 32.7s. Rate: 355.48 forecasts/min
[2025-12-09T20:36:21.570029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:21.572421] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:21.572767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.573624] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-09T20:36:21.573691] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-09T20:36:21.573722] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-09T20:36:21.574695] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:21.574773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:21.577279] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.626488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:21.629792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:21.631266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:21.632487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.745567] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:21.832668] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-09T20:36:21.832742] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=60.8799%)
[2025-12-09T20:36:21.833151] [INFO ] [main      ] Progress: 245/438 forecasts completed (55.9%). PRAA finished in 0.6s. ETA: 32.7s. Rate: 354.61 forecasts/min
[2025-12-09T20:36:21.833282] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-09T20:36:21.833325] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-09T20:36:21.837234] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.845080] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:21.846243] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-09T20:36:21.846294] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-09T20:36:21.846324] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-09T20:36:21.847143] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:21.847202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:21.916211] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-09
[2025-12-09T20:36:21.959535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:21.960795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:21.961460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:21.965502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:21.991279] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.009101] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.088646] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.109485] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-09T20:36:22.109552] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=58.5019%)
[2025-12-09T20:36:22.109985] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-09T20:36:22.110036] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-09T20:36:22.110664] [INFO ] [main      ] Progress: 246/438 forecasts completed (56.2%). PEG finished in 0.6s. ETA: 32.6s. Rate: 353.69 forecasts/min
[2025-12-09T20:36:22.121894] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.122951] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-09T20:36:22.123001] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-09T20:36:22.123031] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-09T20:36:22.123796] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:22.123855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.125503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:22.126018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:22.156682] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-09T20:36:22.156757] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=53.0749%)
[2025-12-09T20:36:22.157113] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-09T20:36:22.157163] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-09T20:36:22.157650] [INFO ] [main      ] Progress: 247/438 forecasts completed (56.4%). HBNC finished in 0.7s. ETA: 32.3s. Rate: 354.73 forecasts/min
[2025-12-09T20:36:22.161521] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.168051] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.168988] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-09T20:36:22.169046] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-09T20:36:22.169080] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-09T20:36:22.169877] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:22.169941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:22.174703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:22.175490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:22.176051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.177821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:22.178333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:22.179418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:22.181068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:22.182116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:22.182819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.202798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:22.204879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:22.209285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.249205] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-09T20:36:22.249277] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=64.553%)
[2025-12-09T20:36:22.250001] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-09T20:36:22.250054] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-09T20:36:22.251690] [INFO ] [main      ] Progress: 248/438 forecasts completed (56.6%). MGA finished in 0.7s. ETA: 32.1s. Rate: 355.37 forecasts/min
[2025-12-09T20:36:22.262636] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.263752] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-09T20:36:22.263803] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-09T20:36:22.263835] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-09T20:36:22.264643] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:22.264707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:22.265420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:22.309325] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.373615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:22.375726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:22.377132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:22.378334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.380185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:22.380679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:22.381736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:22.383746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:22.385638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.479319] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.521515] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.541469] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.543647] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-09T20:36:22.543724] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=51.7373%)
[2025-12-09T20:36:22.543879] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-09T20:36:22.543921] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-09T20:36:22.546671] [INFO ] [main      ] Progress: 249/438 forecasts completed (56.8%). FNKO finished in 0.7s. ETA: 32.0s. Rate: 354.30 forecasts/min
[2025-12-09T20:36:22.554911] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.556270] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-09T20:36:22.556326] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-09T20:36:22.556359] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-09T20:36:22.557169] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:22.557239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:22.562152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.563960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:22.564434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:22.564837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:22.565716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.691627] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.708198] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.722271] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.752281] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-09T20:36:22.752347] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=38.2694%)
[2025-12-09T20:36:22.752693] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-09T20:36:22.752743] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-09T20:36:22.753477] [INFO ] [main      ] Progress: 250/438 forecasts completed (57.1%). NXC finished in 0.6s. ETA: 31.9s. Rate: 353.99 forecasts/min
[2025-12-09T20:36:22.764129] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.765199] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-09T20:36:22.765253] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-09T20:36:22.765285] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-09T20:36:22.766081] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:22.766143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:22.770913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.772699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:22.773157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:22.815528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:22.816811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:22.818552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:22.819690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:22.820366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.855128] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-09T20:36:22.855196] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.6681%)
[2025-12-09T20:36:22.855645] [INFO ] [main      ] Fetching symbol history for FTXG...
[2025-12-09T20:36:22.855698] [DEBUG] [REMOTE    ] FTXG: Fetching historical data.
[2025-12-09T20:36:22.855653] [INFO ] [main      ] Progress: 251/438 forecasts completed (57.3%). SEZL finished in 0.7s. ETA: 31.6s. Rate: 354.55 forecasts/min
[2025-12-09T20:36:22.866526] [DEBUG] [REMOTE    ] FTXG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.867412] [DEBUG] [LOCAL     ] Loaded configuration for FTXG: 7 features, N/A% accuracy
[2025-12-09T20:36:22.867466] [INFO ] [LOCAL     ] FTXG: Loaded 7 optimal features with 52.72% confidence from JSON config
[2025-12-09T20:36:22.867500] [DEBUG] [MAG       ] Building data for symbol: FTXG with lookback: 0
[2025-12-09T20:36:22.868331] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:22.868392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:22.873179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.874977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:22.875450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:22.875852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:22.876762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:22.877494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:22.878137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:22.893694] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:22.909525] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-09
[2025-12-09T20:36:22.972242] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-09T20:36:22.972308] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=56.0922%)
[2025-12-09T20:36:22.972468] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-09T20:36:22.972511] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-09T20:36:22.973654] [INFO ] [main      ] Progress: 252/438 forecasts completed (57.5%). HOMB finished in 0.7s. ETA: 31.4s. Rate: 354.98 forecasts/min
[2025-12-09T20:36:22.983615] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:22.984533] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-09T20:36:22.984607] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-09T20:36:22.984643] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-09T20:36:22.985415] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:22.985479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:22.987212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:22.987773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:22.991981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.079133] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:23.162059] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.170053] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-09T20:36:23.170119] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=18.95% (Conf=43.6884%)
[2025-12-09T20:36:23.170278] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-09T20:36:23.170323] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-09T20:36:23.171119] [INFO ] [main      ] Progress: 253/438 forecasts completed (57.8%). NAAS finished in 0.6s. ETA: 31.3s. Rate: 354.74 forecasts/min
[2025-12-09T20:36:23.181127] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:23.182123] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-09T20:36:23.182174] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-09T20:36:23.182205] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-09T20:36:23.183007] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:23.183070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:23.188012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:23.189815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:23.190303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:23.190724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:23.193121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:23.214693] [DEBUG] [MAG       ] FTXG: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.243103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:23.243953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:23.244952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.326495] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.331021] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:23.385979] [DEBUG] [MAG       ] FTXG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:23.416638] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-09T20:36:23.416709] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=58.8046%)
[2025-12-09T20:36:23.417040] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-09T20:36:23.417088] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-09T20:36:23.417666] [INFO ] [main      ] Progress: 254/438 forecasts completed (58.0%). ATOM finished in 0.7s. ETA: 31.2s. Rate: 354.10 forecasts/min
[2025-12-09T20:36:23.428216] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:23.429376] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-09T20:36:23.429428] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-09T20:36:23.429458] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-09T20:36:23.430256] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:23.430317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:23.431983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:23.432488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:23.432897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:23.450633] [INFO ] [LOCAL     ] FTXG: Saved forecast.
[2025-12-09T20:36:23.450704] [INFO ] [main      ] FTXG: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=52.7169%)
[2025-12-09T20:36:23.454469] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-09T20:36:23.454523] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-09T20:36:23.455658] [INFO ] [main      ] Progress: 255/438 forecasts completed (58.2%). FTXG finished in 0.6s. ETA: 30.9s. Rate: 355.18 forecasts/min
[2025-12-09T20:36:23.466122] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:23.467065] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-09T20:36:23.467119] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-09T20:36:23.467152] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-09T20:36:23.467982] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:23.468047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:23.469835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:23.470340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:23.471407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:23.475713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:23.476804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:23.477472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:23.478224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:23.479409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:23.481479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.483466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:23.484646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:23.485708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.495077] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:23.562997] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-09T20:36:23.563073] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=65.7706%)
[2025-12-09T20:36:23.563414] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-09T20:36:23.563466] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-09T20:36:23.563669] [INFO ] [main      ] Progress: 256/438 forecasts completed (58.4%). GTX finished in 0.6s. ETA: 30.7s. Rate: 355.68 forecasts/min
[2025-12-09T20:36:23.574981] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:23.575828] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-09T20:36:23.575878] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-09T20:36:23.575909] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-09T20:36:23.576684] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:23.576746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:23.581588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:23.583375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:23.583886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:23.584272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:23.585132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:23.585891] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.624319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.760492] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:23.826823] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.832781] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-09T20:36:23.832855] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=51.1181%)
[2025-12-09T20:36:23.833196] [INFO ] [main      ] Progress: 257/438 forecasts completed (58.7%). QYLG finished in 0.7s. ETA: 30.6s. Rate: 354.86 forecasts/min
[2025-12-09T20:36:23.833315] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-09T20:36:23.833356] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-09T20:36:23.836364] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.844250] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:23.845368] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-09T20:36:23.845419] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-09T20:36:23.845449] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-09T20:36:23.846277] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:23.846336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:23.851517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:23.852509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:23.965969] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-09
[2025-12-09T20:36:23.967134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:23.995916] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.009846] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.057747] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-09T20:36:24.057826] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=44.8688%)
[2025-12-09T20:36:24.058167] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-09T20:36:24.058217] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-09T20:36:24.059661] [INFO ] [main      ] Progress: 258/438 forecasts completed (58.9%). SHY finished in 0.6s. ETA: 30.5s. Rate: 354.39 forecasts/min
[2025-12-09T20:36:24.069806] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.070898] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-09T20:36:24.070949] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-09T20:36:24.070980] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-09T20:36:24.071781] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:24.071862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:24.075522] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-09T20:36:24.075604] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=50.1663%)
[2025-12-09T20:36:24.075947] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-09T20:36:24.075995] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-09T20:36:24.076612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:24.076624] [INFO ] [main      ] Progress: 259/438 forecasts completed (59.1%). NABL finished in 0.7s. ETA: 30.2s. Rate: 355.63 forecasts/min
[2025-12-09T20:36:24.079064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:24.079557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:24.080009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:24.087172] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.088115] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-09T20:36:24.088164] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-09T20:36:24.088196] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-09T20:36:24.088996] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:24.089056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:24.093844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:24.132744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:24.133966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:24.134292] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.134604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:24.136359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:24.137085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:24.138703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.196082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:24.197619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:24.199915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:24.200390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:24.201531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:24.203536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.240543] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-09T20:36:24.240658] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=4.01% (Conf=43.5309%)
[2025-12-09T20:36:24.241009] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-09T20:36:24.241058] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-09T20:36:24.242643] [INFO ] [main      ] Progress: 260/438 forecasts completed (59.4%). KMX finished in 0.7s. ETA: 30.0s. Rate: 355.65 forecasts/min
[2025-12-09T20:36:24.252852] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.253770] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-09T20:36:24.253821] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-09T20:36:24.253852] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-09T20:36:24.254625] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:24.254688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:24.256335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:24.256868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:24.257250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.310856] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-09
[2025-12-09T20:36:24.480993] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.482765] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-09
[2025-12-09T20:36:24.545090] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-09
[2025-12-09T20:36:24.594743] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-09T20:36:24.594811] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=57.2026%)
[2025-12-09T20:36:24.595160] [INFO ] [main      ] Progress: 261/438 forecasts completed (59.6%). TM finished in 0.8s. ETA: 30.0s. Rate: 354.17 forecasts/min
[2025-12-09T20:36:24.595282] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-09T20:36:24.595324] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-09T20:36:24.597220] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-09
[2025-12-09T20:36:24.606130] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.607014] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-09T20:36:24.607068] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-09T20:36:24.607100] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-09T20:36:24.607930] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:24.607991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:24.612791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:24.615201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:24.658875] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.714495] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.723863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:24.738588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:24.739992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.751203] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-09T20:36:24.751271] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=55.1025%)
[2025-12-09T20:36:24.751659] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-09T20:36:24.751712] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-09T20:36:24.752676] [INFO ] [main      ] Progress: 262/438 forecasts completed (59.8%). INTC finished in 0.7s. ETA: 29.8s. Rate: 354.27 forecasts/min
[2025-12-09T20:36:24.762694] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:24.764561] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.765391] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-09T20:36:24.765442] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-09T20:36:24.765473] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-09T20:36:24.766289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:24.766350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:24.768069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:24.768613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:24.769048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:24.769772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.844746] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-09T20:36:24.844811] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-3.06% (Conf=50.4264%)
[2025-12-09T20:36:24.845142] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-09T20:36:24.845203] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-09T20:36:24.846653] [INFO ] [main      ] Progress: 263/438 forecasts completed (60.0%). ESTC finished in 0.8s. ETA: 29.6s. Rate: 354.87 forecasts/min
[2025-12-09T20:36:24.857336] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.858515] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-09T20:36:24.858566] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-09T20:36:24.858615] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-09T20:36:24.859392] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:24.859456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:24.864323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:24.865268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:24.867230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:24.868651] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-09T20:36:24.868719] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=67.6611%)
[2025-12-09T20:36:24.869050] [INFO ] [main      ] Progress: 264/438 forecasts completed (60.3%). ACM finished in 0.6s. ETA: 29.3s. Rate: 356.04 forecasts/min
[2025-12-09T20:36:24.869171] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-09T20:36:24.869211] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-09T20:36:24.869361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:24.871036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:24.871477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:24.872474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:24.874072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:24.875151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:24.875848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:24.880292] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:24.880976] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-09T20:36:24.881027] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-09T20:36:24.881058] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-09T20:36:24.881869] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:24.881958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:24.883159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:24.885610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:24.886599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:24.887621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:25.076047] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.111429] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.223636] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.225649] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.246998] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:25.284775] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:25.346431] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-09T20:36:25.346497] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=39.1481%)
[2025-12-09T20:36:25.346861] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-09T20:36:25.346911] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-09T20:36:25.347653] [INFO ] [main      ] Progress: 265/438 forecasts completed (60.5%). XPON finished in 0.6s. ETA: 29.4s. Rate: 353.58 forecasts/min
[2025-12-09T20:36:25.358485] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:25.359434] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-09T20:36:25.359491] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-09T20:36:25.359522] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-09T20:36:25.360323] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:25.360623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:25.365400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:25.367201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:25.367725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:25.368114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:25.369728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:25.390457] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:25.395510] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:25.409078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:25.410385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:25.411019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:25.413798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:25.415339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:25.461639] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-09T20:36:25.461715] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=58.5059%)
[2025-12-09T20:36:25.461887] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-09T20:36:25.461931] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-09T20:36:25.463666] [INFO ] [main      ] Progress: 266/438 forecasts completed (60.7%). MUC finished in 0.6s. ETA: 29.2s. Rate: 354.00 forecasts/min
[2025-12-09T20:36:25.467687] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-09T20:36:25.467763] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=58.8929%)
[2025-12-09T20:36:25.468112] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-09T20:36:25.468161] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-09T20:36:25.468379] [INFO ] [main      ] Progress: 267/438 forecasts completed (61.0%). JVA finished in 0.6s. ETA: 28.9s. Rate: 355.30 forecasts/min
[2025-12-09T20:36:25.468788] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-09T20:36:25.468872] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=60.2298%)
[2025-12-09T20:36:25.469346] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-09T20:36:25.469354] [INFO ] [main      ] Progress: 268/438 forecasts completed (61.2%). TXRH finished in 0.9s. ETA: 28.6s. Rate: 356.62 forecasts/min
[2025-12-09T20:36:25.469399] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-09T20:36:25.476366] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:25.477143] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-09T20:36:25.477197] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-09T20:36:25.477228] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-09T20:36:25.478055] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:25.478113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:25.478691] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:25.479367] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-09T20:36:25.479427] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-09T20:36:25.479459] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-09T20:36:25.480318] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:25.480606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:25.480549] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:25.481189] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-09T20:36:25.481251] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-09T20:36:25.481285] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-09T20:36:25.482062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:25.482317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:25.482311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:25.482967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:25.483243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:25.483997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:25.484741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:25.485059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:25.485442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:25.486400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:25.499498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:25.564364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:25.566369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:25.756031] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.830099] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.839668] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.908963] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-09
[2025-12-09T20:36:25.923427] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:25.991969] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-09T20:36:25.992034] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=49.3732%)
[2025-12-09T20:36:25.992403] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-09T20:36:25.992453] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-09T20:36:25.993254] [INFO ] [main      ] Progress: 269/438 forecasts completed (61.4%). REFI finished in 0.6s. ETA: 28.7s. Rate: 353.84 forecasts/min
[2025-12-09T20:36:26.000383] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.004387] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.005193] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-09T20:36:26.005251] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-09T20:36:26.005283] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-09T20:36:26.006105] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:26.006163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:26.007084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.014479] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.087141] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.093605] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-09T20:36:26.093673] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-13.40% (Conf=56.5187%)
[2025-12-09T20:36:26.093830] [INFO ] [main      ] Fetching symbol history for BANX...
[2025-12-09T20:36:26.093872] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2025-12-09T20:36:26.095042] [INFO ] [main      ] Progress: 270/438 forecasts completed (61.6%). LCFY finished in 0.6s. ETA: 28.4s. Rate: 354.36 forecasts/min
[2025-12-09T20:36:26.104494] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.105495] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2025-12-09T20:36:26.105546] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2025-12-09T20:36:26.105596] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2025-12-09T20:36:26.106358] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:26.106422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:26.108142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:26.108676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:26.109092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:26.109871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:26.110558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:26.113216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:26.117451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:26.118902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.125056] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-09T20:36:26.125133] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-8.62% (Conf=49.6509%)
[2025-12-09T20:36:26.125484] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-09T20:36:26.125535] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-09T20:36:26.125620] [INFO ] [main      ] Progress: 271/438 forecasts completed (61.9%). VAC finished in 0.7s. ETA: 28.2s. Rate: 355.44 forecasts/min
[2025-12-09T20:36:26.136863] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.137651] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-09T20:36:26.137701] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-09T20:36:26.137731] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-09T20:36:26.138494] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:26.138555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:26.140241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:26.140753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:26.141177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:26.141550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:26.186528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:26.187744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:26.189337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.206265] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-09T20:36:26.206333] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=55.6969%)
[2025-12-09T20:36:26.206705] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-09T20:36:26.206759] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-09T20:36:26.207664] [INFO ] [main      ] Progress: 272/438 forecasts completed (62.1%). EOG finished in 0.7s. ETA: 28.0s. Rate: 356.11 forecasts/min
[2025-12-09T20:36:26.218801] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.219640] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-09T20:36:26.219705] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-09T20:36:26.219745] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-09T20:36:26.220540] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:26.220618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:26.225618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:26.341039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:26.343008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:26.343819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.345004] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-09
[2025-12-09T20:36:26.457229] [DEBUG] [MAG       ] BANX: Last date is validated at 2025-12-09
[2025-12-09T20:36:26.512029] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.534406] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-09
[2025-12-09T20:36:26.622412] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.630042] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-09T20:36:26.630113] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=61.7785%)
[2025-12-09T20:36:26.630480] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-09T20:36:26.630531] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-09T20:36:26.630668] [INFO ] [main      ] Progress: 273/438 forecasts completed (62.3%). GD finished in 0.6s. ETA: 28.0s. Rate: 354.15 forecasts/min
[2025-12-09T20:36:26.643425] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.644798] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-09T20:36:26.644852] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-09T20:36:26.644892] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-09T20:36:26.645675] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:26.645734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:26.646886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:26.647560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.687795] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2025-12-09T20:36:26.687863] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=56.8894%)
[2025-12-09T20:36:26.688023] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-09T20:36:26.688065] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-09T20:36:26.689285] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-09
[2025-12-09T20:36:26.690648] [INFO ] [main      ] Progress: 274/438 forecasts completed (62.6%). BANX finished in 0.6s. ETA: 27.7s. Rate: 354.99 forecasts/min
[2025-12-09T20:36:26.699565] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.700553] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-09T20:36:26.700622] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-09T20:36:26.700654] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-09T20:36:26.701434] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:26.701493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:26.706218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:26.707221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:26.709018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:26.709061] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.710043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:26.711157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.774631] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-09T20:36:26.774709] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=60.7176%)
[2025-12-09T20:36:26.774871] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-09T20:36:26.774915] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-09T20:36:26.776664] [INFO ] [main      ] Progress: 275/438 forecasts completed (62.8%). BHFAM finished in 0.6s. ETA: 27.5s. Rate: 355.62 forecasts/min
[2025-12-09T20:36:26.785353] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.786459] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-09T20:36:26.786508] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-09T20:36:26.786541] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-09T20:36:26.787331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:26.787391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:26.788158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:26.792226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:26.794560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.859634] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:26.923601] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-09T20:36:26.923670] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=55.025%)
[2025-12-09T20:36:26.924021] [INFO ] [main      ] Progress: 276/438 forecasts completed (63.0%). THQ finished in 0.7s. ETA: 27.3s. Rate: 355.79 forecasts/min
[2025-12-09T20:36:26.924146] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-09T20:36:26.924188] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-09T20:36:26.936367] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:26.937241] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-09T20:36:26.937295] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-09T20:36:26.937326] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-09T20:36:26.938169] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:26.938231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:26.943107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:26.943950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:26.944588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:26.946229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:26.989075] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.047140] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.154921] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:27.184015] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.212051] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:27.243846] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-09T20:36:27.243912] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=55.1071%)
[2025-12-09T20:36:27.244334] [INFO ] [main      ] Fetching symbol history for BSMP...
[2025-12-09T20:36:27.244385] [DEBUG] [REMOTE    ] BSMP: Fetching historical data.
[2025-12-09T20:36:27.244654] [INFO ] [main      ] Progress: 277/438 forecasts completed (63.2%). PFGC finished in 0.6s. ETA: 27.2s. Rate: 354.63 forecasts/min
[2025-12-09T20:36:27.256049] [DEBUG] [REMOTE    ] BSMP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:27.257787] [DEBUG] [LOCAL     ] Loaded configuration for BSMP: 53 features, N/A% accuracy
[2025-12-09T20:36:27.257839] [INFO ] [LOCAL     ] BSMP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-09T20:36:27.257870] [DEBUG] [MAG       ] Building data for symbol: BSMP with lookback: 0
[2025-12-09T20:36:27.258635] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-09T20:36:27.258732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:27.263460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:27.265257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:27.265745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:27.266176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:27.266558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:27.267298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:27.268112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:27.270538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:27.283998] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.354831] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:27.384504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:27.386507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:27.427394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:27.428509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:27.432690] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-09T20:36:27.432760] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=59.9373%)
[2025-12-09T20:36:27.433125] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-09T20:36:27.433178] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-09T20:36:27.434672] [INFO ] [main      ] Progress: 278/438 forecasts completed (63.5%). TRMK finished in 0.7s. ETA: 27.1s. Rate: 354.48 forecasts/min
[2025-12-09T20:36:27.444787] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:27.445749] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-09T20:36:27.446163] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-09T20:36:27.446199] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-09T20:36:27.447000] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:27.447060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:27.447821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:27.448565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:27.452539] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:27.471857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:27.472858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:27.474185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:27.517133] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-09T20:36:27.517201] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=61.5047%)
[2025-12-09T20:36:27.517565] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-09T20:36:27.517630] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-09T20:36:27.518652] [INFO ] [main      ] Progress: 279/438 forecasts completed (63.7%). VCRB finished in 0.6s. ETA: 26.9s. Rate: 355.12 forecasts/min
[2025-12-09T20:36:27.519426] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-09T20:36:27.519494] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-9.54% (Conf=47.7651%)
[2025-12-09T20:36:27.519907] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-09T20:36:27.519958] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-09T20:36:27.521628] [INFO ] [main      ] Progress: 280/438 forecasts completed (63.9%). LNZA finished in 0.8s. ETA: 26.6s. Rate: 356.37 forecasts/min
[2025-12-09T20:36:27.529085] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:27.530095] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-09T20:36:27.530145] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-09T20:36:27.530176] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-09T20:36:27.530475] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:27.530946] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:27.531005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:27.531260] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-09T20:36:27.531319] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-09T20:36:27.531351] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-09T20:36:27.532135] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:27.532399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:27.532660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:27.533148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:27.533639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:27.537175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:27.538965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:27.539445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:27.539892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:27.540631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:27.542898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:27.544908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:27.554402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:27.555278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:27.557225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:27.560208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:27.561340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:27.563404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:27.564177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:27.568700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:27.569954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:27.571303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:27.572899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:27.575855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:27.576519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:27.577242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:27.579385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:27.580508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:27.581246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:27.581970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-09T20:36:27.582725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:27.585637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:27.587320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:27.590017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:27.592400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:27.596447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:27.615167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:27.616608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:27.618449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:27.619210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:27.620948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:27.622607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:27.623559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:27.624814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:27.626084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:27.628250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:27.629888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:27.632908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:27.634744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:27.641052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:27.792944] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.870323] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.876016] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-09
[2025-12-09T20:36:27.967930] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:27.976777] [DEBUG] [MAG       ] BSMP: Last date is validated at 2025-12-09
[2025-12-09T20:36:28.039837] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.044511] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.052041] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-09T20:36:28.052123] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=57.4076%)
[2025-12-09T20:36:28.052322] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-09T20:36:28.052379] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-09T20:36:28.052880] [INFO ] [main      ] Progress: 281/438 forecasts completed (64.2%). METCB finished in 0.6s. ETA: 26.6s. Rate: 353.66 forecasts/min
[2025-12-09T20:36:28.065052] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.066438] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-09T20:36:28.066512] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-09T20:36:28.066552] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-09T20:36:28.067766] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:28.067851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:28.070010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:28.072853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:28.090186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.092419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:28.092944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:28.094197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:28.096096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:28.097246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:28.098903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:28.100756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.102103] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-09T20:36:28.102169] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=58.4762%)
[2025-12-09T20:36:28.102503] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-09T20:36:28.102552] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-09T20:36:28.102654] [INFO ] [main      ] Progress: 282/438 forecasts completed (64.4%). INDI finished in 0.6s. ETA: 26.4s. Rate: 354.54 forecasts/min
[2025-12-09T20:36:28.110531] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-09T20:36:28.110961] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-7.62% (Conf=43.5708%)
[2025-12-09T20:36:28.111130] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-09T20:36:28.111173] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-09T20:36:28.112653] [INFO ] [main      ] Progress: 283/438 forecasts completed (64.6%). QD finished in 0.6s. ETA: 26.1s. Rate: 355.73 forecasts/min
[2025-12-09T20:36:28.117052] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.117929] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-09T20:36:28.117981] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-09T20:36:28.118012] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-09T20:36:28.118814] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:28.118876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.120619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:28.121129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.125347] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.126640] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-09T20:36:28.126697] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-09T20:36:28.126728] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-09T20:36:28.127589] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:28.127673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.129385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:28.129934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:28.130332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:28.132750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.146061] [DEBUG] [MAG       ] BSMP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.405037] [INFO ] [LOCAL     ] BSMP: Saved forecast.
[2025-12-09T20:36:28.405102] [INFO ] [main      ] BSMP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-09T20:36:28.405443] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-09T20:36:28.405667] [INFO ] [main      ] Progress: 284/438 forecasts completed (64.8%). BSMP finished in 1.2s. ETA: 26.0s. Rate: 354.81 forecasts/min
[2025-12-09T20:36:28.405824] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-09T20:36:28.421645] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.423753] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-09T20:36:28.423808] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-09T20:36:28.423840] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-09T20:36:28.424640] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:28.424701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:28.429476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.431274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:28.431784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:28.432222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:28.432656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:28.433654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.455493] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-09
[2025-12-09T20:36:28.461670] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-09
[2025-12-09T20:36:28.470150] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-09
[2025-12-09T20:36:28.632633] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.632745] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.642485] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.717026] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-09T20:36:28.717092] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=51.8864%)
[2025-12-09T20:36:28.717537] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-09T20:36:28.717603] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-09T20:36:28.717599] [INFO ] [main      ] Progress: 285/438 forecasts completed (65.1%). DVN finished in 0.6s. ETA: 25.9s. Rate: 353.76 forecasts/min
[2025-12-09T20:36:28.729165] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.730146] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-09T20:36:28.730195] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-09T20:36:28.730226] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-09T20:36:28.731008] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:28.731070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:28.733307] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-09T20:36:28.733377] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=60.9251%)
[2025-12-09T20:36:28.733769] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-09T20:36:28.733823] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-09T20:36:28.733763] [INFO ] [main      ] Progress: 286/438 forecasts completed (65.3%). XENE finished in 0.6s. ETA: 25.7s. Rate: 354.88 forecasts/min
[2025-12-09T20:36:28.736329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.738115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:28.738596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:28.739035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:28.739414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:28.740628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:28.742972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:28.743990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.744393] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.745292] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-09T20:36:28.745341] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-09T20:36:28.745372] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-09T20:36:28.746181] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:28.746244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:28.751109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:28.752884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:28.753379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:28.753837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:28.755395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:28.770704] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-09
[2025-12-09T20:36:28.793305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:28.830959] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-09T20:36:28.831035] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=54.9979%)
[2025-12-09T20:36:28.831362] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-09T20:36:28.831413] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-09T20:36:28.832395] [INFO ] [main      ] Progress: 287/438 forecasts completed (65.5%). WOOD finished in 0.8s. ETA: 25.5s. Rate: 355.40 forecasts/min
[2025-12-09T20:36:28.842427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:28.843190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:28.843553] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:28.844300] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-09T20:36:28.844350] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-09T20:36:28.844381] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-09T20:36:28.845157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:28.845187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:28.845251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:28.846154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:28.939368] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:28.963819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:28.964832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:28.966305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.019720] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-09T20:36:29.019797] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=63.3835%)
[2025-12-09T20:36:29.020136] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-09T20:36:29.020186] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-09T20:36:29.020668] [INFO ] [main      ] Progress: 288/438 forecasts completed (65.8%). S finished in 0.6s. ETA: 25.3s. Rate: 355.25 forecasts/min
[2025-12-09T20:36:29.031313] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:29.032403] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-09T20:36:29.032454] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-09T20:36:29.032486] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-09T20:36:29.033277] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:29.033340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:29.038175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:29.039969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:29.040446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:29.040908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:29.041297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:29.042110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:29.042821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.080240] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.178335] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.246454] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:29.310729] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.342851] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:29.372402] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-09T20:36:29.372472] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=45.9161%)
[2025-12-09T20:36:29.372887] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-09T20:36:29.372939] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-09T20:36:29.373650] [INFO ] [main      ] Progress: 289/438 forecasts completed (66.0%). ARM finished in 0.7s. ETA: 25.3s. Rate: 353.92 forecasts/min
[2025-12-09T20:36:29.384613] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.386302] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:29.387122] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-09T20:36:29.387176] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-09T20:36:29.387207] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-09T20:36:29.388020] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:29.388082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:29.389749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:29.390255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:29.390713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:29.391100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:29.423374] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-09T20:36:29.423440] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=57.6051%)
[2025-12-09T20:36:29.423614] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-09T20:36:29.423658] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-09T20:36:29.424739] [INFO ] [main      ] Progress: 290/438 forecasts completed (66.2%). SSYS finished in 0.7s. ETA: 25.0s. Rate: 354.77 forecasts/min
[2025-12-09T20:36:29.434247] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:29.435185] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-09T20:36:29.435234] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-09T20:36:29.435264] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-09T20:36:29.436043] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:29.436106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:29.440846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:29.442591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:29.443090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:29.443470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:29.445749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:29.447348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:29.449169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:29.453267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:29.454662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.474813] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:29.499837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:29.500939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:29.502463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.541407] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-09T20:36:29.541478] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=-3.46% (Conf=59.2048%)
[2025-12-09T20:36:29.541653] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-12-09T20:36:29.541698] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-12-09T20:36:29.542853] [INFO ] [main      ] Progress: 291/438 forecasts completed (66.4%). DEI finished in 0.7s. ETA: 24.8s. Rate: 355.14 forecasts/min
[2025-12-09T20:36:29.550376] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:29.552700] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:29.553655] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-12-09T20:36:29.553712] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-12-09T20:36:29.553743] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-12-09T20:36:29.554479] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:29.554537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:29.559359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:29.560164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.667941] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-09T20:36:29.668017] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=31.6877%)
[2025-12-09T20:36:29.668357] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-09T20:36:29.668405] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-09T20:36:29.668665] [INFO ] [main      ] Progress: 292/438 forecasts completed (66.7%). MRUS finished in 0.6s. ETA: 24.6s. Rate: 355.45 forecasts/min
[2025-12-09T20:36:29.679841] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:29.680962] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-09T20:36:29.681014] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-09T20:36:29.681045] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-09T20:36:29.681830] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:29.681892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:29.686786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:29.688621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:29.689157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:29.689616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:29.690038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:29.692390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:29.798056] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.838132] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.895230] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-12-09
[2025-12-09T20:36:29.972932] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.004607] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.034130] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-09
[2025-12-09T20:36:30.038312] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-09T20:36:30.038379] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=6.72% (Conf=60.5144%)
[2025-12-09T20:36:30.038804] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-09T20:36:30.038855] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-09T20:36:30.039666] [INFO ] [main      ] Progress: 293/438 forecasts completed (66.9%). CBUS finished in 0.6s. ETA: 24.6s. Rate: 354.01 forecasts/min
[2025-12-09T20:36:30.049790] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.050625] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-09T20:36:30.050681] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-09T20:36:30.050714] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-09T20:36:30.051485] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:30.051546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:30.056437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:30.058251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:30.058750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:30.059154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:30.060213] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.061464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:30.100373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.106424] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-09T20:36:30.106491] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=50.2566%)
[2025-12-09T20:36:30.106857] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-09T20:36:30.106908] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-09T20:36:30.106918] [INFO ] [main      ] Progress: 294/438 forecasts completed (67.1%). ZBH finished in 0.7s. ETA: 24.4s. Rate: 354.73 forecasts/min
[2025-12-09T20:36:30.118059] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.119235] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-09T20:36:30.119285] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-09T20:36:30.119315] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-09T20:36:30.120102] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:30.120163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:30.124894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:30.126650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:30.127114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:30.127491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:30.166057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:30.167385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.179985] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-12-09T20:36:30.180050] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=41.4009%)
[2025-12-09T20:36:30.180206] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-09T20:36:30.180249] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-09T20:36:30.180917] [INFO ] [main      ] Progress: 295/438 forecasts completed (67.4%). MOD finished in 0.6s. ETA: 24.1s. Rate: 355.41 forecasts/min
[2025-12-09T20:36:30.191777] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.192701] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-09T20:36:30.192769] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-09T20:36:30.192804] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-09T20:36:30.193542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:30.193621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:30.194407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:30.195305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:30.200860] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.288733] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-09T20:36:30.288811] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=51.7627%)
[2025-12-09T20:36:30.289158] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-09T20:36:30.289207] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-09T20:36:30.289649] [INFO ] [main      ] Progress: 296/438 forecasts completed (67.6%). NAMS finished in 0.6s. ETA: 23.9s. Rate: 355.84 forecasts/min
[2025-12-09T20:36:30.300306] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.302488] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-09T20:36:30.302539] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-09T20:36:30.302588] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-09T20:36:30.303338] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:30.303399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:30.307315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:30.308170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:30.309492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.346956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:30.347793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:30.348472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:30.349147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:30.350258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.435532] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-09
[2025-12-09T20:36:30.517799] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-09
[2025-12-09T20:36:30.603952] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.646053] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-09
[2025-12-09T20:36:30.684597] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-09T20:36:30.684665] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=53.5905%)
[2025-12-09T20:36:30.685001] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-09T20:36:30.685369] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-09T20:36:30.685358] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-09
[2025-12-09T20:36:30.686645] [INFO ] [main      ] Progress: 297/438 forecasts completed (67.8%). TSLS finished in 0.6s. ETA: 23.9s. Rate: 354.22 forecasts/min
[2025-12-09T20:36:30.685211] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.696542] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.697422] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-09T20:36:30.697470] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-09T20:36:30.697501] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-09T20:36:30.698318] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:30.698382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:30.703277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:30.705082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:30.705596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:30.705996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:30.706866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:30.745317] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-09T20:36:30.745384] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=44.1829%)
[2025-12-09T20:36:30.745743] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-09T20:36:30.745793] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-09T20:36:30.746636] [INFO ] [main      ] Progress: 298/438 forecasts completed (68.0%). HYI finished in 0.6s. ETA: 23.7s. Rate: 354.99 forecasts/min
[2025-12-09T20:36:30.756989] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.757925] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-09T20:36:30.757980] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-09T20:36:30.758010] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-09T20:36:30.758794] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:30.758868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:30.760625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:30.761122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:30.763787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:30.766475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:30.783671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:30.786398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.812441] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.821680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:30.823209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:30.826121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:30.852048] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:30.957416] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-09T20:36:30.957518] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=58.3778%)
[2025-12-09T20:36:30.957694] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-09T20:36:30.957738] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-09T20:36:30.959218] [INFO ] [main      ] Progress: 299/438 forecasts completed (68.3%). ZS finished in 0.8s. ETA: 23.5s. Rate: 354.69 forecasts/min
[2025-12-09T20:36:30.971934] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:30.974371] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-09T20:36:30.974422] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-09T20:36:30.974452] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-09T20:36:30.975215] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:30.975280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:30.977679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:30.978654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:30.997423] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-09T20:36:30.997490] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=40.8216%)
[2025-12-09T20:36:30.997714] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-09T20:36:30.997768] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-09T20:36:30.998821] [INFO ] [main      ] Progress: 300/438 forecasts completed (68.5%). SHIP finished in 0.7s. ETA: 23.3s. Rate: 355.59 forecasts/min
[2025-12-09T20:36:31.009972] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.010912] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-09T20:36:31.010967] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-09T20:36:31.010997] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-09T20:36:31.012114] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:31.012174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:31.013037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:31.056099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:31.060463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:31.061629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:31.063660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:31.065255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:31.065720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:31.066777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:31.068761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.118624] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.123017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:31.125244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:31.126487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.159228] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.283972] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.326204] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.347787] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-09T20:36:31.347856] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=44.3582%)
[2025-12-09T20:36:31.348014] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-09T20:36:31.348250] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-09T20:36:31.348842] [INFO ] [main      ] Progress: 301/438 forecasts completed (68.7%). DHX finished in 0.6s. ETA: 23.2s. Rate: 354.33 forecasts/min
[2025-12-09T20:36:31.360414] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.362110] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-09T20:36:31.362167] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-09T20:36:31.362198] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-09T20:36:31.362992] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:31.363050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:31.363769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.412647] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.421451] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-09T20:36:31.421520] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=57.4262%)
[2025-12-09T20:36:31.421883] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-09T20:36:31.421933] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-09T20:36:31.422691] [INFO ] [main      ] Progress: 302/438 forecasts completed (68.9%). FTI finished in 0.7s. ETA: 23.0s. Rate: 354.99 forecasts/min
[2025-12-09T20:36:31.433983] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.434804] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-09T20:36:31.434858] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-09T20:36:31.434888] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-09T20:36:31.435663] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:31.435724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:31.437359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:31.437920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:31.438474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:31.439882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.475148] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.595201] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.647438] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.696266] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-09T20:36:31.696336] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=58.6358%)
[2025-12-09T20:36:31.696775] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-09T20:36:31.696827] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-09T20:36:31.697661] [INFO ] [main      ] Progress: 303/438 forecasts completed (69.2%). AIG finished in 0.7s. ETA: 22.9s. Rate: 354.26 forecasts/min
[2025-12-09T20:36:31.708500] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.709484] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-09T20:36:31.709540] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-09T20:36:31.709602] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-09T20:36:31.710594] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:31.710658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:31.715687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:31.717250] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.717818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:31.718312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:31.718819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:31.719418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:31.721153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:31.721924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.772933] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-09T20:36:31.772998] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=35.7574%)
[2025-12-09T20:36:31.773307] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-09T20:36:31.773349] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-09T20:36:31.774645] [INFO ] [main      ] Progress: 304/438 forecasts completed (69.4%). GAB finished in 0.8s. ETA: 22.7s. Rate: 354.90 forecasts/min
[2025-12-09T20:36:31.778884] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-09
[2025-12-09T20:36:31.785753] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.786901] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-09T20:36:31.786960] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-09T20:36:31.786991] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-09T20:36:31.787789] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-09T20:36:31.787852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:31.792975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:31.794730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:31.795209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:31.795657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:31.887214] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.907687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:31.909456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:31.910406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:31.911037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:31.911708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:31.929111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:31.930691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:31.949407] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:31.950489] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-09T20:36:31.950556] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=51.7447%)
[2025-12-09T20:36:31.950728] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-09T20:36:31.950774] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-09T20:36:31.951744] [INFO ] [main      ] Progress: 305/438 forecasts completed (69.6%). SFNC finished in 0.6s. ETA: 22.5s. Rate: 354.84 forecasts/min
[2025-12-09T20:36:31.962478] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:31.964428] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-09T20:36:31.964497] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-09T20:36:31.964529] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-09T20:36:31.965292] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:31.965352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:31.970481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:31.972247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:31.972733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:31.973117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:32.014088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:32.018533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:32.020206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.035985] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-09T20:36:32.036054] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=59.1306%)
[2025-12-09T20:36:32.036398] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-09T20:36:32.036451] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-09T20:36:32.036654] [INFO ] [main      ] Progress: 306/438 forecasts completed (69.9%). PSCE finished in 0.6s. ETA: 22.3s. Rate: 355.42 forecasts/min
[2025-12-09T20:36:32.048050] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:32.049028] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-09T20:36:32.049078] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-09T20:36:32.049109] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-09T20:36:32.049904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:32.049966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:32.054737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:32.056532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:32.057067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:32.057453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:32.062022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:32.064355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.083070] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-09
[2025-12-09T20:36:32.257653] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:32.262280] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-09
[2025-12-09T20:36:32.353529] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-09
[2025-12-09T20:36:32.366562] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-09T20:36:32.366658] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=59.3173%)
[2025-12-09T20:36:32.366825] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-09T20:36:32.366874] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-09T20:36:32.368846] [INFO ] [main      ] Progress: 307/438 forecasts completed (70.1%). NNI finished in 0.7s. ETA: 22.2s. Rate: 354.30 forecasts/min
[2025-12-09T20:36:32.378263] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:32.379240] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-09T20:36:32.379312] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-09T20:36:32.379354] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-09T20:36:32.380193] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:32.380255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:32.385567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:32.386868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.412053] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-09
[2025-12-09T20:36:32.428254] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:32.522601] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:32.564375] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-09T20:36:32.564442] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=55.6602%)
[2025-12-09T20:36:32.564844] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-09T20:36:32.564899] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-09T20:36:32.564866] [INFO ] [main      ] Progress: 308/438 forecasts completed (70.3%). NVDL finished in 0.8s. ETA: 22.0s. Rate: 354.12 forecasts/min
[2025-12-09T20:36:32.576989] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:32.577971] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-09T20:36:32.578026] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-09T20:36:32.578058] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-09T20:36:32.578871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:32.578930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:32.580413] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:32.580601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:32.581112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:32.581498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:32.582248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.642783] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-09T20:36:32.642852] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=67.98%)
[2025-12-09T20:36:32.643463] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-09T20:36:32.643569] [INFO ] [main      ] Progress: 309/438 forecasts completed (70.5%). TDF finished in 0.6s. ETA: 21.8s. Rate: 354.74 forecasts/min
[2025-12-09T20:36:32.643515] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-09T20:36:32.654885] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:32.656006] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-09T20:36:32.656061] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-09T20:36:32.656284] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-09T20:36:32.657303] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:32.657364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:32.657804] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-09T20:36:32.657877] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=13.91% (Conf=46.1498%)
[2025-12-09T20:36:32.658233] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-09T20:36:32.658285] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-09T20:36:32.659370] [INFO ] [main      ] Progress: 310/438 forecasts completed (70.8%). QMCO finished in 0.7s. ETA: 21.6s. Rate: 355.78 forecasts/min
[2025-12-09T20:36:32.659275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:32.659991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:32.661415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:32.663006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.670843] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:32.672668] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-09T20:36:32.672722] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-09T20:36:32.672753] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-09T20:36:32.673629] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:32.673696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:32.715978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:32.717671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:32.718778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:32.720631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:32.721281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:32.722905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:32.724159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:32.724853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:32.745993] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-09
[2025-12-09T20:36:32.929954] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:32.939543] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.001267] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.063310] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-09T20:36:33.063379] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-1.74% (Conf=50.4893%)
[2025-12-09T20:36:33.063755] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-09T20:36:33.063808] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-09T20:36:33.064665] [INFO ] [main      ] Progress: 311/438 forecasts completed (71.0%). BNTX finished in 0.7s. ETA: 21.5s. Rate: 354.18 forecasts/min
[2025-12-09T20:36:33.072436] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.076519] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.077630] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-09T20:36:33.077709] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-09T20:36:33.077756] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-09T20:36:33.078678] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:33.078749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:33.084151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:33.116666] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.126310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:33.127825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:33.129134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:33.130301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:33.133250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:33.135021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.170061] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.211654] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-09T20:36:33.211726] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=58.5696%)
[2025-12-09T20:36:33.212081] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-09T20:36:33.212132] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-09T20:36:33.212665] [INFO ] [main      ] Progress: 312/438 forecasts completed (71.2%). FBIN finished in 0.6s. ETA: 21.3s. Rate: 354.32 forecasts/min
[2025-12-09T20:36:33.224858] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.225921] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-09T20:36:33.225972] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-09T20:36:33.226003] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-09T20:36:33.226784] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:33.226842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:33.227737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:33.229028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.243736] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.248844] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-09T20:36:33.248913] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=66.6938%)
[2025-12-09T20:36:33.249280] [INFO ] [main      ] Fetching symbol history for APLE...
[2025-12-09T20:36:33.249333] [DEBUG] [REMOTE    ] APLE: Fetching historical data.
[2025-12-09T20:36:33.250655] [INFO ] [main      ] Progress: 313/438 forecasts completed (71.5%). BOTZ finished in 0.6s. ETA: 21.1s. Rate: 355.20 forecasts/min
[2025-12-09T20:36:33.260703] [DEBUG] [REMOTE    ] APLE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.261694] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 6 features, N/A% accuracy
[2025-12-09T20:36:33.261748] [INFO ] [LOCAL     ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config
[2025-12-09T20:36:33.261781] [DEBUG] [MAG       ] Building data for symbol: APLE with lookback: 0
[2025-12-09T20:36:33.262534] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:33.262614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:33.264381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:33.265236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:33.265692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:33.266090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:33.266867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:33.270944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.352505] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-09T20:36:33.352592] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=54.8989%)
[2025-12-09T20:36:33.352959] [INFO ] [main      ] Progress: 314/438 forecasts completed (71.7%). COLM finished in 0.7s. ETA: 20.9s. Rate: 355.65 forecasts/min
[2025-12-09T20:36:33.353078] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-09T20:36:33.353120] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-09T20:36:33.364814] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.366019] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-09T20:36:33.366080] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-09T20:36:33.366114] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-09T20:36:33.367006] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:33.367072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:33.371918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:33.373863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:33.374530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:33.374938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:33.377458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:33.454437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:33.455971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.483389] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.583941] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.617340] [DEBUG] [MAG       ] APLE: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.662206] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.764699] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-09T20:36:33.764769] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=8.14% (Conf=51.5473%)
[2025-12-09T20:36:33.764731] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.765136] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-09T20:36:33.765654] [INFO ] [main      ] Progress: 315/438 forecasts completed (71.9%). FIVN finished in 0.7s. ETA: 20.8s. Rate: 354.02 forecasts/min
[2025-12-09T20:36:33.765187] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-09T20:36:33.781484] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.782524] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-09T20:36:33.782603] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-09T20:36:33.782639] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-09T20:36:33.783422] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:33.783484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:33.786490] [DEBUG] [MAG       ] APLE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:33.789018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:33.790998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:33.791483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:33.791974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.799521] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-09
[2025-12-09T20:36:33.819680] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-09T20:36:33.819746] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=52.7941%)
[2025-12-09T20:36:33.820197] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-09T20:36:33.820248] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-09T20:36:33.820653] [INFO ] [main      ] Progress: 316/438 forecasts completed (72.1%). MMLP finished in 0.6s. ETA: 20.6s. Rate: 354.78 forecasts/min
[2025-12-09T20:36:33.833095] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.834175] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-09T20:36:33.834227] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-09T20:36:33.834259] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-09T20:36:33.835061] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:33.835122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:33.836852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:33.837372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:33.838191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:33.840863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.850878] [INFO ] [LOCAL     ] APLE: Saved forecast.
[2025-12-09T20:36:33.850953] [INFO ] [main      ] APLE: Signal=1 (Conf=90.0%), Magnitude=1.80% (Conf=45.0714%)
[2025-12-09T20:36:33.851319] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-09T20:36:33.851371] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-09T20:36:33.852627] [INFO ] [main      ] Progress: 317/438 forecasts completed (72.4%). APLE finished in 0.6s. ETA: 20.4s. Rate: 355.69 forecasts/min
[2025-12-09T20:36:33.861996] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:33.864075] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-09T20:36:33.864129] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-09T20:36:33.864160] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-09T20:36:33.864932] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:33.864992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:33.866843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:33.867343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:33.870334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:33.968749] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:34.058919] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-09T20:36:34.058984] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-2.98% (Conf=61.4393%)
[2025-12-09T20:36:34.059338] [INFO ] [main      ] Progress: 318/438 forecasts completed (72.6%). ADC finished in 0.7s. ETA: 20.3s. Rate: 355.44 forecasts/min
[2025-12-09T20:36:34.059459] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-12-09T20:36:34.059500] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-12-09T20:36:34.071554] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:34.072522] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-12-09T20:36:34.072589] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-12-09T20:36:34.072622] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-12-09T20:36:34.073359] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:34.073421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:34.078462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:34.080207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:34.080693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:34.081124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:34.081502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:34.083809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:34.085001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:34.087601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:34.088860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:34.152606] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.196936] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.209516] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.340694] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:34.369963] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:34.376102] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:34.435077] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.441066] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-09T20:36:34.441485] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=63.3698%)
[2025-12-09T20:36:34.441820] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-09T20:36:34.441872] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-09T20:36:34.443666] [INFO ] [main      ] Progress: 319/438 forecasts completed (72.8%). FIXD finished in 0.6s. ETA: 20.2s. Rate: 354.02 forecasts/min
[2025-12-09T20:36:34.453249] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:34.454303] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-09T20:36:34.454353] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-09T20:36:34.454384] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-09T20:36:34.455208] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:34.455269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:34.456970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:34.457479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:34.457993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:34.458604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:34.467674] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-09T20:36:34.467736] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=63.8913%)
[2025-12-09T20:36:34.468067] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-09T20:36:34.468291] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-09T20:36:34.468659] [INFO ] [main      ] Progress: 320/438 forecasts completed (73.1%). DCOM finished in 0.6s. ETA: 19.9s. Rate: 354.97 forecasts/min
[2025-12-09T20:36:34.474016] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-09T20:36:34.474087] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=48.3497%)
[2025-12-09T20:36:34.474470] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-09T20:36:34.474520] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-09T20:36:34.475627] [INFO ] [main      ] Progress: 321/438 forecasts completed (73.3%). PLPC finished in 0.7s. ETA: 19.7s. Rate: 356.03 forecasts/min
[2025-12-09T20:36:34.479045] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:34.480619] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-09T20:36:34.480674] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-09T20:36:34.480705] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-09T20:36:34.481471] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:34.481531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:34.483358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:34.483867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:34.484456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:34.488513] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:34.489462] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-09T20:36:34.489520] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-09T20:36:34.489554] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-09T20:36:34.490632] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:34.490698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:34.496080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:34.497173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:34.499994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:34.502151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:34.503309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:34.504003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:34.504755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:34.505825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:34.525831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:34.579147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:34.581079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:34.623321] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:34.753245] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-12-09T20:36:34.753311] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=69.8631%)
[2025-12-09T20:36:34.753699] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-09T20:36:34.753750] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-09T20:36:34.754564] [INFO ] [main      ] Progress: 322/438 forecasts completed (73.5%). UNP finished in 0.7s. ETA: 19.6s. Rate: 355.31 forecasts/min
[2025-12-09T20:36:34.765626] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:34.767227] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-09T20:36:34.767277] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-09T20:36:34.767307] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-09T20:36:34.768138] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:34.768217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:34.769905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:34.770406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:34.770807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:34.771544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:34.772263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:34.847719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:34.849936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:34.851186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:34.851879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:34.888146] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.889276] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-09
[2025-12-09T20:36:34.929131] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.057246] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.074092] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.120444] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.137965] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-09T20:36:35.138038] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=61.5832%)
[2025-12-09T20:36:35.138401] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-09T20:36:35.138452] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-09T20:36:35.138680] [INFO ] [main      ] Progress: 323/438 forecasts completed (73.7%). GSK finished in 0.7s. ETA: 19.5s. Rate: 353.91 forecasts/min
[2025-12-09T20:36:35.149530] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.150490] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-09T20:36:35.150549] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-09T20:36:35.150605] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-09T20:36:35.151464] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:35.151529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.156764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:35.168005] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-09T20:36:35.168073] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=55.4964%)
[2025-12-09T20:36:35.168235] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-09T20:36:35.168297] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-09T20:36:35.169673] [INFO ] [main      ] Progress: 324/438 forecasts completed (74.0%). SSNC finished in 0.7s. ETA: 19.3s. Rate: 354.81 forecasts/min
[2025-12-09T20:36:35.180129] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.181008] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-09T20:36:35.181063] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-09T20:36:35.181095] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-09T20:36:35.181888] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:35.181954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.186182] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.187271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:35.189127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:35.189671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:35.190072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:35.190852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:35.191698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:35.235961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:35.239360] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-09T20:36:35.239439] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-26.86% (Conf=49.213%)
[2025-12-09T20:36:35.239817] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-09T20:36:35.239871] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-09T20:36:35.240651] [INFO ] [main      ] Progress: 325/438 forecasts completed (74.2%). BIAF finished in 0.8s. ETA: 19.1s. Rate: 355.44 forecasts/min
[2025-12-09T20:36:35.241226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:35.241386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:35.242282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:35.242914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:35.243274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:35.252180] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.253252] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-09T20:36:35.253306] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-09T20:36:35.253340] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-09T20:36:35.254195] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:35.254260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.259694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:35.261623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:35.262149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:35.262646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:35.265105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:35.315232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:35.316339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:35.318398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:35.352899] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.434011] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-09T20:36:35.434074] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-3.55% (Conf=61.2197%)
[2025-12-09T20:36:35.434493] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-09T20:36:35.434544] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-09T20:36:35.434672] [INFO ] [main      ] Progress: 326/438 forecasts completed (74.4%). SKRE finished in 0.7s. ETA: 18.9s. Rate: 355.28 forecasts/min
[2025-12-09T20:36:35.446199] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.447116] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-09T20:36:35.447165] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-09T20:36:35.447194] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-09T20:36:35.448008] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:35.448069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.452801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:35.454558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:35.455042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:35.457353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:35.458930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:35.476383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:35.588462] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.611561] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.669094] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.755254] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.786834] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.805775] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-09
[2025-12-09T20:36:35.842073] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:35.851713] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-09T20:36:35.851780] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=10.72% (Conf=55.3642%)
[2025-12-09T20:36:35.852156] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-09T20:36:35.852220] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-09T20:36:35.852660] [INFO ] [main      ] Progress: 327/438 forecasts completed (74.7%). HELE finished in 0.7s. ETA: 18.8s. Rate: 353.68 forecasts/min
[2025-12-09T20:36:35.863364] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.864307] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-09T20:36:35.864366] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-09T20:36:35.864397] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-09T20:36:35.865193] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:35.865253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.866042] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-09T20:36:35.866115] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=48.6359%)
[2025-12-09T20:36:35.866279] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-09T20:36:35.866323] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-09T20:36:35.867648] [INFO ] [main      ] Progress: 328/438 forecasts completed (74.9%). SMFG finished in 0.7s. ETA: 18.6s. Rate: 354.67 forecasts/min
[2025-12-09T20:36:35.870405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:35.872921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:35.877378] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.878433] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-09T20:36:35.878488] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-09T20:36:35.878520] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-09T20:36:35.879357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:35.879422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:35.884413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:35.886269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:35.886768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:35.887159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:35.907636] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-09T20:36:35.907714] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=39.5106%)
[2025-12-09T20:36:35.907882] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-09T20:36:35.907926] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-09T20:36:35.908837] [INFO ] [main      ] Progress: 329/438 forecasts completed (75.1%). BGX finished in 0.7s. ETA: 18.4s. Rate: 355.49 forecasts/min
[2025-12-09T20:36:35.920875] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:35.921850] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-09T20:36:35.921916] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-09T20:36:35.921955] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-09T20:36:35.922788] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-09T20:36:35.974249] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:36.007130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:36.009288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:36.054326] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-09T20:36:36.054394] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=51.3219%)
[2025-12-09T20:36:36.054759] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-09T20:36:36.054818] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-09T20:36:36.055659] [INFO ] [main      ] Progress: 330/438 forecasts completed (75.3%). FTGS finished in 0.6s. ETA: 18.2s. Rate: 355.63 forecasts/min
[2025-12-09T20:36:36.060738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:36.066397] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:36.067308] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-09T20:36:36.067357] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-09T20:36:36.067388] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-09T20:36:36.068178] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:36.068237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:36.072911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:36.073710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:36.076234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.140007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.211482] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-09
[2025-12-09T20:36:36.256852] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-09
[2025-12-09T20:36:36.383550] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:36.422984] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-09
[2025-12-09T20:36:36.434979] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:36.462517] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-09T20:36:36.462604] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=47.8289%)
[2025-12-09T20:36:36.462972] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-09T20:36:36.463034] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-09T20:36:36.463008] [INFO ] [main      ] Progress: 331/438 forecasts completed (75.6%). NTB finished in 0.6s. ETA: 18.1s. Rate: 354.11 forecasts/min
[2025-12-09T20:36:36.473867] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:36.474677] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-09T20:36:36.474726] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-09T20:36:36.474758] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-09T20:36:36.475501] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:36.475559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:36.488266] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-09
[2025-12-09T20:36:36.498912] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-09T20:36:36.498986] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=56.916%)
[2025-12-09T20:36:36.499352] [INFO ] [main      ] Progress: 332/438 forecasts completed (75.8%). TBI finished in 0.6s. ETA: 17.9s. Rate: 354.95 forecasts/min
[2025-12-09T20:36:36.499479] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-09T20:36:36.499522] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-09T20:36:36.511954] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:36.512949] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-09T20:36:36.513007] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-09T20:36:36.513039] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-09T20:36:36.513846] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:36.513908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:36.514772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:36.515434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:36.516131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:36.515249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.520519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:36.522002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.627661] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:36.652782] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:36.715620] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-09T20:36:36.715686] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=6.08% (Conf=52.909%)
[2025-12-09T20:36:36.716043] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-09T20:36:36.716409] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-09T20:36:36.716660] [INFO ] [main      ] Progress: 333/438 forecasts completed (76.0%). STKL finished in 0.8s. ETA: 17.8s. Rate: 354.65 forecasts/min
[2025-12-09T20:36:36.729043] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:36.730096] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-09T20:36:36.730148] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-09T20:36:36.730181] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-09T20:36:36.730999] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:36.731065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:36.732766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:36.733282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:36.733712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:36.734478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:36.735179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:36.735663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:36.736751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:36.738378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:36.739360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:36.740026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.754825] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-09T20:36:36.754892] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=45.2981%)
[2025-12-09T20:36:36.755048] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-09T20:36:36.755090] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-09T20:36:36.756647] [INFO ] [main      ] Progress: 334/438 forecasts completed (76.3%). JLL finished in 0.7s. ETA: 17.6s. Rate: 355.46 forecasts/min
[2025-12-09T20:36:36.766952] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:36.767860] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-09T20:36:36.767916] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-09T20:36:36.767947] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-09T20:36:36.768729] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:36.768787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:36.769479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:36.817297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:36.818547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:36.855294] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-09
[2025-12-09T20:36:36.887785] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.021763] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.052009] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.076807] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.128856] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-09T20:36:37.128928] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=56.1825%)
[2025-12-09T20:36:37.129274] [INFO ] [main      ] Progress: 335/438 forecasts completed (76.5%). CHCO finished in 0.6s. ETA: 17.4s. Rate: 354.19 forecasts/min
[2025-12-09T20:36:37.129320] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-09T20:36:37.129387] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=48.7735%)
[2025-12-09T20:36:37.129401] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-09T20:36:37.129445] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-09T20:36:37.129550] [INFO ] [main      ] Fetching symbol history for LECO...
[2025-12-09T20:36:37.129614] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2025-12-09T20:36:37.129728] [INFO ] [main      ] Progress: 336/438 forecasts completed (76.7%). HPQ finished in 0.7s. ETA: 17.2s. Rate: 355.24 forecasts/min
[2025-12-09T20:36:37.139987] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.140827] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2025-12-09T20:36:37.140877] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2025-12-09T20:36:37.140908] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2025-12-09T20:36:37.141677] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:37.141736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:37.142562] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.143215] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-09T20:36:37.143264] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-09T20:36:37.143294] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-09T20:36:37.144064] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:37.144123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:37.146685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:37.147699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:37.148390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.148391] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.149011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.243467] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.315869] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.327195] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-09T20:36:37.327263] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=1.60% (Conf=46.1699%)
[2025-12-09T20:36:37.327643] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-09T20:36:37.327695] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-09T20:36:37.327664] [INFO ] [main      ] Progress: 337/438 forecasts completed (76.9%). NCLH finished in 0.6s. ETA: 17.1s. Rate: 355.06 forecasts/min
[2025-12-09T20:36:37.338421] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.339316] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-09T20:36:37.339367] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-09T20:36:37.339399] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-09T20:36:37.340193] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:37.340257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:37.345135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:37.346922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:37.347395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:37.347832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:37.397090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:37.399151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:37.401605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:37.403285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.438327] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-09T20:36:37.438392] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=63.0898%)
[2025-12-09T20:36:37.438546] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-09T20:36:37.438799] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-09T20:36:37.439665] [INFO ] [main      ] Progress: 338/438 forecasts completed (77.2%). ERIE finished in 0.7s. ETA: 16.9s. Rate: 355.41 forecasts/min
[2025-12-09T20:36:37.449672] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.450544] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-09T20:36:37.450628] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-09T20:36:37.450661] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-09T20:36:37.451537] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:37.451613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:37.452701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.477330] [DEBUG] [MAG       ] LECO: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.485383] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.644686] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.662095] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.751350] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.762233] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2025-12-09T20:36:37.762300] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=59.9704%)
[2025-12-09T20:36:37.762459] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-09T20:36:37.762502] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-09T20:36:37.764531] [INFO ] [main      ] Progress: 339/438 forecasts completed (77.4%). LECO finished in 0.6s. ETA: 16.8s. Rate: 354.45 forecasts/min
[2025-12-09T20:36:37.765064] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-09T20:36:37.765132] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=3.79% (Conf=47.06%)
[2025-12-09T20:36:37.765454] [INFO ] [main      ] Progress: 340/438 forecasts completed (77.6%). SENEA finished in 0.6s. ETA: 16.5s. Rate: 355.49 forecasts/min
[2025-12-09T20:36:37.765678] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-09T20:36:37.765724] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-09T20:36:37.774735] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.775730] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-09T20:36:37.775780] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-09T20:36:37.775810] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-09T20:36:37.776570] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:37.776657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:37.777979] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:37.778705] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-09T20:36:37.778763] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-09T20:36:37.778806] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-09T20:36:37.779745] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:37.779822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:37.781501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:37.782549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:37.784263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:37.784753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:37.785319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:37.785777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:37.787353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:37.788091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:37.788807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:37.789864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:37.791040] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-09
[2025-12-09T20:36:37.795373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.846456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:37.922038] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:37.954846] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:38.016602] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-09T20:36:38.016667] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=13.36% (Conf=47.3769%)
[2025-12-09T20:36:38.017035] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-09T20:36:38.017085] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-09T20:36:38.018653] [INFO ] [main      ] Progress: 341/438 forecasts completed (77.9%). CPIX finished in 0.6s. ETA: 16.4s. Rate: 354.97 forecasts/min
[2025-12-09T20:36:38.027878] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.028675] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-09T20:36:38.028725] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-09T20:36:38.028755] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-09T20:36:38.029505] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:38.029562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:38.042820] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-09T20:36:38.042889] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=3.85% (Conf=55.1466%)
[2025-12-09T20:36:38.043260] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-09T20:36:38.043312] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-09T20:36:38.043621] [INFO ] [main      ] Progress: 342/438 forecasts completed (78.1%). AMBA finished in 0.7s. ETA: 16.2s. Rate: 355.85 forecasts/min
[2025-12-09T20:36:38.059360] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.060433] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-09T20:36:38.060505] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-09T20:36:38.060550] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-09T20:36:38.061655] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:38.061733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:38.064083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:38.064783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:38.065290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.137921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:38.138760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:38.140347] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.185934] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.213538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.312936] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:38.354931] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:38.420214] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.442532] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-09T20:36:38.442621] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=51.0686%)
[2025-12-09T20:36:38.442972] [INFO ] [main      ] Fetching symbol history for PEGA...
[2025-12-09T20:36:38.443025] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2025-12-09T20:36:38.444649] [INFO ] [main      ] Progress: 343/438 forecasts completed (78.3%). BROS finished in 0.7s. ETA: 16.1s. Rate: 354.43 forecasts/min
[2025-12-09T20:36:38.445695] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-09T20:36:38.445763] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=66.3005%)
[2025-12-09T20:36:38.445914] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-09T20:36:38.445955] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-09T20:36:38.446549] [INFO ] [main      ] Progress: 344/438 forecasts completed (78.5%). HSBC finished in 0.7s. ETA: 15.9s. Rate: 355.45 forecasts/min
[2025-12-09T20:36:38.454938] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.456064] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2025-12-09T20:36:38.456114] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2025-12-09T20:36:38.456144] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2025-12-09T20:36:38.456930] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:38.456988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:38.458731] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.459539] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-09T20:36:38.459611] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-09T20:36:38.459644] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-09T20:36:38.460413] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:38.460473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:38.465276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:38.467230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:38.467845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:38.468267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:38.469083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:38.469782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:38.472461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.533033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.549289] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.595765] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:38.666009] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-09T20:36:38.666084] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=54.3409%)
[2025-12-09T20:36:38.666415] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-09T20:36:38.666463] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-09T20:36:38.666654] [INFO ] [main      ] Progress: 345/438 forecasts completed (78.8%). CCNE finished in 0.6s. ETA: 15.7s. Rate: 355.14 forecasts/min
[2025-12-09T20:36:38.678551] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.679664] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-09T20:36:38.679720] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-09T20:36:38.679752] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-09T20:36:38.680536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:38.680618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:38.685640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:38.687170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:38.690070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:38.696217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.723082] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:38.807162] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.821480] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-09T20:36:38.821547] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=58.5755%)
[2025-12-09T20:36:38.821911] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-09T20:36:38.821960] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-09T20:36:38.822654] [INFO ] [main      ] Progress: 346/438 forecasts completed (79.0%). NATH finished in 0.8s. ETA: 15.5s. Rate: 355.22 forecasts/min
[2025-12-09T20:36:38.833365] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:38.834320] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-09T20:36:38.834369] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-09T20:36:38.834399] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-09T20:36:38.835214] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:38.835275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:38.836980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:38.837557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:38.838755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:38.840351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:38.841420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:38.842091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:38.867846] [DEBUG] [MAG       ] PEGA: Last date is validated at 2025-12-09
[2025-12-09T20:36:38.972816] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.031141] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-09T20:36:39.031205] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=9.41% (Conf=34.0092%)
[2025-12-09T20:36:39.031360] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-09T20:36:39.031401] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-09T20:36:39.032662] [INFO ] [main      ] Progress: 347/438 forecasts completed (79.2%). PMVP finished in 0.6s. ETA: 15.4s. Rate: 354.97 forecasts/min
[2025-12-09T20:36:39.034137] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.043316] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.044284] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-09T20:36:39.044334] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-09T20:36:39.044365] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-09T20:36:39.045146] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:39.045398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:39.048340] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-09
[2025-12-09T20:36:39.050166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:39.050979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:39.052883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:39.057064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:39.058228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.128388] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2025-12-09T20:36:39.128455] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=55.4483%)
[2025-12-09T20:36:39.128808] [INFO ] [main      ] Progress: 348/438 forecasts completed (79.5%). PEGA finished in 0.7s. ETA: 15.2s. Rate: 355.41 forecasts/min
[2025-12-09T20:36:39.128955] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-09T20:36:39.128999] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-09T20:36:39.140549] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.141327] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-09T20:36:39.141375] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-09T20:36:39.141405] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-09T20:36:39.142180] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:39.142241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:39.146989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:39.148818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:39.149285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:39.150058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:39.150752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.193776] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-09
[2025-12-09T20:36:39.218031] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.309776] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-09T20:36:39.309843] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=48.4808%)
[2025-12-09T20:36:39.310194] [INFO ] [main      ] Fetching symbol history for ALRS...
[2025-12-09T20:36:39.310244] [DEBUG] [REMOTE    ] ALRS: Fetching historical data.
[2025-12-09T20:36:39.311667] [INFO ] [main      ] Progress: 349/438 forecasts completed (79.7%). MNSO finished in 0.6s. ETA: 15.0s. Rate: 355.32 forecasts/min
[2025-12-09T20:36:39.321360] [DEBUG] [REMOTE    ] ALRS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.322458] [DEBUG] [LOCAL     ] Loaded configuration for ALRS: 8 features, N/A% accuracy
[2025-12-09T20:36:39.322508] [INFO ] [LOCAL     ] ALRS: Loaded 8 optimal features with 54.11% confidence from JSON config
[2025-12-09T20:36:39.322539] [DEBUG] [MAG       ] Building data for symbol: ALRS with lookback: 0
[2025-12-09T20:36:39.326246] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:39.326311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:39.331493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:39.333320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:39.333803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:39.334235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:39.358991] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.391092] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-09
[2025-12-09T20:36:39.447027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:39.458096] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-09T20:36:39.458164] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=7.65% (Conf=46.68%)
[2025-12-09T20:36:39.458514] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-09T20:36:39.458564] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-09T20:36:39.458661] [INFO ] [main      ] Progress: 350/438 forecasts completed (79.9%). DOCN finished in 0.6s. ETA: 14.9s. Rate: 355.45 forecasts/min
[2025-12-09T20:36:39.470249] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.471203] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-09T20:36:39.471254] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-09T20:36:39.471284] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-09T20:36:39.472122] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:39.472182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:39.477232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:39.479775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:39.480559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:39.482066] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-09
[2025-12-09T20:36:39.482635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.486969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:39.566005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:39.567419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.576948] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.649083] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:39.659219] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-09T20:36:39.659295] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=3.68% (Conf=68.1446%)
[2025-12-09T20:36:39.659458] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-09T20:36:39.659503] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-09T20:36:39.660668] [INFO ] [main      ] Progress: 351/438 forecasts completed (80.1%). CMPS finished in 0.6s. ETA: 14.7s. Rate: 355.26 forecasts/min
[2025-12-09T20:36:39.674653] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.675663] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-09T20:36:39.675732] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-09T20:36:39.675778] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-09T20:36:39.676730] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:39.676797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:39.677785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:39.680027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:39.683050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:39.684407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:39.685894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.731337] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-09T20:36:39.731403] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-1.50% (Conf=59.3556%)
[2025-12-09T20:36:39.731557] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-09T20:36:39.731818] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-09T20:36:39.733665] [INFO ] [main      ] Progress: 352/438 forecasts completed (80.4%). CPNG finished in 0.6s. ETA: 14.5s. Rate: 355.83 forecasts/min
[2025-12-09T20:36:39.742467] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:39.743637] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-09T20:36:39.743689] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-09T20:36:39.743719] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-09T20:36:39.744858] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:39.744918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:39.749743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:39.750755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:39.751439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:39.832415] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-09
[2025-12-09T20:36:39.909331] [DEBUG] [MAG       ] ALRS: Last date is validated at 2025-12-09
[2025-12-09T20:36:40.008326] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.086540] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-09T20:36:40.086634] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=67.2233%)
[2025-12-09T20:36:40.086806] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-09T20:36:40.086852] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-09T20:36:40.088671] [INFO ] [main      ] Progress: 353/438 forecasts completed (80.6%). LPTH finished in 0.6s. ETA: 14.4s. Rate: 354.72 forecasts/min
[2025-12-09T20:36:40.095200] [DEBUG] [MAG       ] ALRS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.103096] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:40.104216] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-09T20:36:40.104291] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-09T20:36:40.104344] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-09T20:36:40.105626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:40.105709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:40.105673] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-09
[2025-12-09T20:36:40.108389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:40.109159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-09T20:36:40.110717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:40.111689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:40.142094] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-09
[2025-12-09T20:36:40.196994] [INFO ] [LOCAL     ] ALRS: Saved forecast.
[2025-12-09T20:36:40.197105] [INFO ] [main      ] ALRS: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.1051%)
[2025-12-09T20:36:40.197625] [INFO ] [main      ] Progress: 354/438 forecasts completed (80.8%). ALRS finished in 0.9s. ETA: 14.2s. Rate: 355.08 forecasts/min
[2025-12-09T20:36:40.197807] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-09T20:36:40.197874] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-09T20:36:40.214258] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:40.215361] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-09T20:36:40.215436] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-09T20:36:40.215488] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-09T20:36:40.216701] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:40.216783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:40.219372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:40.220111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:40.220758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:40.221948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:40.339167] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.397621] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.450913] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-09T20:36:40.451005] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=63.5111%)
[2025-12-09T20:36:40.451212] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-09T20:36:40.451266] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-09T20:36:40.451900] [INFO ] [main      ] Progress: 355/438 forecasts completed (81.1%). KOP finished in 0.7s. ETA: 14.0s. Rate: 354.57 forecasts/min
[2025-12-09T20:36:40.465364] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:40.468721] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-09T20:36:40.468910] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-09T20:36:40.468970] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-09T20:36:40.470612] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:40.470705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:40.473354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:40.474151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:40.474740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:40.477993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:40.481800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:40.483952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:40.499952] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-09T20:36:40.500070] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-3.79% (Conf=63.9339%)
[2025-12-09T20:36:40.500614] [INFO ] [main      ] Progress: 356/438 forecasts completed (81.3%). GOOS finished in 0.8s. ETA: 13.8s. Rate: 355.28 forecasts/min
[2025-12-09T20:36:40.500802] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-09T20:36:40.500871] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-09T20:36:40.519198] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:40.521363] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-09T20:36:40.521549] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-09T20:36:40.521627] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-09T20:36:40.522962] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:40.523436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:40.532444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:40.535718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:40.536603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:40.540926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:40.628442] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-09
[2025-12-09T20:36:40.699393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:40.702489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:40.744943] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-09
[2025-12-09T20:36:40.898764] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.982996] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:40.991948] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.000342] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-09T20:36:41.000411] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=65.6887%)
[2025-12-09T20:36:41.000897] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-09T20:36:41.000951] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-09T20:36:41.001640] [INFO ] [main      ] Progress: 357/438 forecasts completed (81.5%). USVM finished in 0.9s. ETA: 13.8s. Rate: 353.34 forecasts/min
[2025-12-09T20:36:41.012800] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.014066] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-09T20:36:41.014124] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-09T20:36:41.014156] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-09T20:36:41.015032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:41.015099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:41.020028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:41.021870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:41.022489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:41.023414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:41.026880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:41.028723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.174860] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.194753] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:41.242497] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-09T20:36:41.242594] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=3.13% (Conf=56.96%)
[2025-12-09T20:36:41.242973] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-09T20:36:41.243024] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-09T20:36:41.244634] [INFO ] [main      ] Progress: 358/438 forecasts completed (81.7%). TPL finished in 1.0s. ETA: 13.6s. Rate: 352.91 forecasts/min
[2025-12-09T20:36:41.254413] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.255466] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-09T20:36:41.255529] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-09T20:36:41.255563] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-09T20:36:41.256441] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:41.256508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:41.258005] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-09T20:36:41.258075] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.8657%)
[2025-12-09T20:36:41.258240] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-09T20:36:41.258284] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-09T20:36:41.259263] [INFO ] [main      ] Progress: 359/438 forecasts completed (82.0%). GLBS finished in 0.8s. ETA: 13.4s. Rate: 353.81 forecasts/min
[2025-12-09T20:36:41.261769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:41.263645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:41.264133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:41.266131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.270242] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.271205] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-09T20:36:41.271256] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-09T20:36:41.271287] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-09T20:36:41.272121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:41.272184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:41.273092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:41.356859] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:41.390029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:41.391565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:41.392812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.430473] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-09T20:36:41.430539] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=50.7224%)
[2025-12-09T20:36:41.430941] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-09T20:36:41.430992] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-09T20:36:41.431650] [INFO ] [main      ] Progress: 360/438 forecasts completed (82.2%). LTC finished in 0.9s. ETA: 13.2s. Rate: 353.80 forecasts/min
[2025-12-09T20:36:41.442979] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.444050] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-09T20:36:41.444105] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-09T20:36:41.444137] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-09T20:36:41.444984] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:41.445050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:41.447652] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.450235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:41.452478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:41.452973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:41.453854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:41.455906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:41.460220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-09T20:36:41.461627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.607213] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.634620] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:41.724155] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-09T20:36:41.724220] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=67.7545%)
[2025-12-09T20:36:41.724595] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-09T20:36:41.724647] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-09T20:36:41.724655] [INFO ] [main      ] Progress: 361/438 forecasts completed (82.4%). LWAY finished in 0.7s. ETA: 13.1s. Rate: 353.08 forecasts/min
[2025-12-09T20:36:41.736305] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.737297] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-09T20:36:41.737346] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-09T20:36:41.737377] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-09T20:36:41.738186] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:41.738246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:41.739914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:41.740416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:41.750168] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.780444] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:41.804566] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:41.849775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.855527] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-09T20:36:41.855622] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=57.1727%)
[2025-12-09T20:36:41.856006] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-09T20:36:41.856057] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-09T20:36:41.857686] [INFO ] [main      ] Progress: 362/438 forecasts completed (82.6%). DRMA finished in 0.6s. ETA: 12.9s. Rate: 353.30 forecasts/min
[2025-12-09T20:36:41.867118] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:41.868031] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-09T20:36:41.868085] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-09T20:36:41.868117] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-09T20:36:41.868922] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:41.868986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:41.870704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:41.871211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:41.871632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:41.873308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:41.874554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:41.875266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:41.926230] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:41.973163] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:42.029658] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-09T20:36:42.029725] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=-4.37% (Conf=44.5659%)
[2025-12-09T20:36:42.029885] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-09T20:36:42.029929] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-09T20:36:42.031358] [INFO ] [main      ] Progress: 363/438 forecasts completed (82.9%). MLAB finished in 0.8s. ETA: 12.7s. Rate: 353.27 forecasts/min
[2025-12-09T20:36:42.041481] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.042480] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-09T20:36:42.042503] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-09T20:36:42.042547] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=73.6705%)
[2025-12-09T20:36:42.042565] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-09T20:36:42.042621] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-09T20:36:42.042722] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-09T20:36:42.042766] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-09T20:36:42.043609] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:42.043689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:42.044694] [INFO ] [main      ] Progress: 364/438 forecasts completed (83.1%). GAIN finished in 0.6s. ETA: 12.5s. Rate: 354.17 forecasts/min
[2025-12-09T20:36:42.049058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:42.050063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:42.057073] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.057893] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-09T20:36:42.057949] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-09T20:36:42.057980] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-09T20:36:42.058742] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:42.058801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:42.063665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:42.078163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.091524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.182303] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.217088] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.346531] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:42.387279] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:42.406891] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-09T20:36:42.406957] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=1.92% (Conf=47.3066%)
[2025-12-09T20:36:42.407286] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-09T20:36:42.407335] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-09T20:36:42.407654] [INFO ] [main      ] Progress: 365/438 forecasts completed (83.3%). PAGS finished in 0.7s. ETA: 12.4s. Rate: 353.06 forecasts/min
[2025-12-09T20:36:42.408321] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.420440] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.421484] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-09T20:36:42.421544] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-09T20:36:42.421606] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-09T20:36:42.422468] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:42.422530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:42.424229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:42.424752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:42.426745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:42.427945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.438325] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.541749] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-09T20:36:42.541819] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=59.7344%)
[2025-12-09T20:36:42.542278] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-09T20:36:42.542342] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-09T20:36:42.542660] [INFO ] [main      ] Progress: 366/438 forecasts completed (83.6%). AGX finished in 0.7s. ETA: 12.2s. Rate: 353.26 forecasts/min
[2025-12-09T20:36:42.553773] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.554807] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-09T20:36:42.554859] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-09T20:36:42.554890] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-09T20:36:42.555683] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-09T20:36:42.555749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:42.558169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:42.559222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:42.561988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:42.563369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:42.566317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:42.569139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:42.574971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:42.575551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:42.576712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:42.578869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:42.585040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.587428] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:42.614343] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:42.680165] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-09T20:36:42.680233] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=65.0909%)
[2025-12-09T20:36:42.680604] [INFO ] [main      ] Progress: 367/438 forecasts completed (83.8%). GDC finished in 0.7s. ETA: 12.1s. Rate: 353.44 forecasts/min
[2025-12-09T20:36:42.680737] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-09T20:36:42.680779] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-09T20:36:42.691838] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.692918] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-09T20:36:42.692969] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-09T20:36:42.692999] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-09T20:36:42.693820] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:42.693884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:42.698661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:42.699670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:42.701951] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-09T20:36:42.702016] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=3.45% (Conf=63.9205%)
[2025-12-09T20:36:42.702430] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-09T20:36:42.702481] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-09T20:36:42.702651] [INFO ] [main      ] Progress: 368/438 forecasts completed (84.0%). RBLX finished in 0.7s. ETA: 11.9s. Rate: 354.28 forecasts/min
[2025-12-09T20:36:42.714061] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:42.715086] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-09T20:36:42.715137] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-09T20:36:42.715168] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-09T20:36:42.715962] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:42.716021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:42.716788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:42.717688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:42.719620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.739003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:42.740940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:42.742012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:42.744362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:42.747694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:42.829052] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.927109] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-09
[2025-12-09T20:36:42.996561] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.060935] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.065097] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-09T20:36:43.065164] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-2.03% (Conf=61.2954%)
[2025-12-09T20:36:43.065518] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-09T20:36:43.065582] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-09T20:36:43.066652] [INFO ] [main      ] Progress: 369/438 forecasts completed (84.2%). AMLX finished in 0.7s. ETA: 11.7s. Rate: 353.18 forecasts/min
[2025-12-09T20:36:43.076830] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.077811] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-09T20:36:43.077867] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-09T20:36:43.077898] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-09T20:36:43.078676] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:43.078737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:43.083472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:43.084285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:43.085021] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.085515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:43.087475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:43.088231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:43.089846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.097404] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.224478] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.228923] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-09T20:36:43.228992] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=59.876%)
[2025-12-09T20:36:43.229364] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-09T20:36:43.229415] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-09T20:36:43.230641] [INFO ] [main      ] Progress: 370/438 forecasts completed (84.5%). TXN finished in 0.7s. ETA: 11.6s. Rate: 353.21 forecasts/min
[2025-12-09T20:36:43.240364] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.241604] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-09T20:36:43.241661] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-09T20:36:43.241694] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-09T20:36:43.242536] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:43.242618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:43.243350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:43.245338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:43.250622] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.260642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.295048] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-09T20:36:43.295113] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=36.9669%)
[2025-12-09T20:36:43.295451] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-09T20:36:43.295500] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-09T20:36:43.296295] [INFO ] [main      ] Progress: 371/438 forecasts completed (84.7%). AVDL finished in 0.6s. ETA: 11.4s. Rate: 353.80 forecasts/min
[2025-12-09T20:36:43.306921] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.308605] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-09T20:36:43.308656] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-09T20:36:43.308686] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-09T20:36:43.309436] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:43.309498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:43.312888] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-09T20:36:43.312956] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=53.4311%)
[2025-12-09T20:36:43.313437] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-09T20:36:43.313480] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-09T20:36:43.313896] [INFO ] [main      ] Progress: 372/438 forecasts completed (84.9%). AWRE finished in 0.6s. ETA: 11.2s. Rate: 354.65 forecasts/min
[2025-12-09T20:36:43.315094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:43.316464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:43.318448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:43.322700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:43.323824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:43.325937] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.326525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:43.326788] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-09T20:36:43.326844] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-09T20:36:43.326875] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-09T20:36:43.327169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.327725] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:43.327787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:43.328669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:43.331160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:43.332880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:43.334106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:43.334749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:43.337627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.430332] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.598975] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.607689] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.668675] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.676996] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-09
[2025-12-09T20:36:43.689999] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-09T20:36:43.690071] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=61.9557%)
[2025-12-09T20:36:43.690420] [INFO ] [main      ] Fetching symbol history for MEGL...
[2025-12-09T20:36:43.690469] [DEBUG] [REMOTE    ] MEGL: Fetching historical data.
[2025-12-09T20:36:43.690659] [INFO ] [main      ] Progress: 373/438 forecasts completed (85.2%). PHUN finished in 0.6s. ETA: 11.0s. Rate: 353.49 forecasts/min
[2025-12-09T20:36:43.702217] [DEBUG] [REMOTE    ] MEGL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.703538] [DEBUG] [LOCAL     ] Loaded configuration for MEGL: 3 features, N/A% accuracy
[2025-12-09T20:36:43.703608] [INFO ] [LOCAL     ] MEGL: Loaded 3 optimal features with 68.53% confidence from JSON config
[2025-12-09T20:36:43.703640] [DEBUG] [MAG       ] Building data for symbol: MEGL with lookback: 0
[2025-12-09T20:36:43.704413] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:43.704472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:43.705193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:43.706076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:43.708989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.766089] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.825638] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-09T20:36:43.825704] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=54.9535%)
[2025-12-09T20:36:43.826111] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-09T20:36:43.826163] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-09T20:36:43.826667] [INFO ] [main      ] Progress: 374/438 forecasts completed (85.4%). BGRN finished in 0.6s. ETA: 10.9s. Rate: 353.68 forecasts/min
[2025-12-09T20:36:43.836345] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.837401] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-09T20:36:43.837452] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-09T20:36:43.837483] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-09T20:36:43.838296] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:43.838357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:43.843186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:43.844189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:43.844874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:43.847754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:43.849897] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.850044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:43.851467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.910528] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:43.911078] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-09T20:36:43.911150] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=41.9894%)
[2025-12-09T20:36:43.911495] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-09T20:36:43.911543] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-09T20:36:43.912311] [INFO ] [main      ] Progress: 375/438 forecasts completed (85.6%). UBND finished in 0.6s. ETA: 10.7s. Rate: 354.15 forecasts/min
[2025-12-09T20:36:43.922334] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:43.923285] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-09T20:36:43.923342] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-09T20:36:43.923374] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-09T20:36:43.924195] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:43.924257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:43.929105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:43.930866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:43.931330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:43.932971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:43.971919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:43.997696] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-09T20:36:43.998122] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=57.1347%)
[2025-12-09T20:36:43.998285] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-09T20:36:43.998334] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-09T20:36:44.002083] [INFO ] [main      ] Progress: 376/438 forecasts completed (85.8%). AVA finished in 0.7s. ETA: 10.5s. Rate: 354.59 forecasts/min
[2025-12-09T20:36:44.012247] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:44.013142] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-09T20:36:44.013202] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-09T20:36:44.013235] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-09T20:36:44.014045] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:44.014107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:44.018873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:44.041020] [DEBUG] [MAG       ] MEGL: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.058767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:44.060834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:44.062946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:44.064125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:44.187259] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.217704] [DEBUG] [MAG       ] MEGL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:44.277435] [INFO ] [LOCAL     ] MEGL: Saved forecast.
[2025-12-09T20:36:44.277522] [INFO ] [main      ] MEGL: Signal=1 (Conf=90.0%), Magnitude=-12.20% (Conf=68.5281%)
[2025-12-09T20:36:44.277879] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-09T20:36:44.277930] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-09T20:36:44.278663] [INFO ] [main      ] Progress: 377/438 forecasts completed (86.1%). MEGL finished in 0.6s. ETA: 10.3s. Rate: 353.99 forecasts/min
[2025-12-09T20:36:44.289904] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:44.290870] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-09T20:36:44.290931] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-09T20:36:44.290965] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-09T20:36:44.291811] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:44.291884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:44.294105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:44.294658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:44.295064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:44.323257] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.337006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:44.337910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:44.339177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:44.359516] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:44.425441] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.482474] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-09T20:36:44.482537] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=56.3402%)
[2025-12-09T20:36:44.482711] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-09T20:36:44.482754] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-09T20:36:44.483865] [INFO ] [main      ] Progress: 378/438 forecasts completed (86.3%). BBCP finished in 0.7s. ETA: 10.2s. Rate: 353.80 forecasts/min
[2025-12-09T20:36:44.493435] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:44.494427] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-09T20:36:44.494482] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-09T20:36:44.494512] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-09T20:36:44.495279] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:44.495338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:44.498997] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:44.500223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:44.501027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:44.503625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:44.504589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:44.576317] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-09T20:36:44.576384] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=65.4739%)
[2025-12-09T20:36:44.576540] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-09T20:36:44.576599] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-09T20:36:44.576914] [INFO ] [main      ] Progress: 379/438 forecasts completed (86.5%). IGIC finished in 0.7s. ETA: 10.0s. Rate: 354.22 forecasts/min
[2025-12-09T20:36:44.588350] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:44.589513] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-09T20:36:44.589569] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-09T20:36:44.589621] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-09T20:36:44.590456] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:44.590520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:44.592720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:44.594888] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:44.597968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:44.695584] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-09T20:36:44.695652] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=2.51% (Conf=45.1902%)
[2025-12-09T20:36:44.695996] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-09T20:36:44.696044] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-09T20:36:44.696649] [INFO ] [main      ] Progress: 380/438 forecasts completed (86.8%). TD finished in 0.7s. ETA: 9.8s. Rate: 354.49 forecasts/min
[2025-12-09T20:36:44.701530] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.710006] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:44.710887] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-09T20:36:44.710943] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-09T20:36:44.710974] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-09T20:36:44.711746] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-09T20:36:44.711810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:44.716491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:44.717308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:44.718142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:44.719104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:44.768128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:44.769093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:44.769780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:44.771526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:44.772029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:44.773110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:44.775120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:44.843839] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.869377] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:44.943083] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-09
[2025-12-09T20:36:44.996770] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-09T20:36:44.996836] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=46.8081%)
[2025-12-09T20:36:44.996993] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-09T20:36:44.997034] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-09T20:36:44.998657] [INFO ] [main      ] Progress: 381/438 forecasts completed (87.0%). SANM finished in 0.7s. ETA: 9.7s. Rate: 353.76 forecasts/min
[2025-12-09T20:36:45.009362] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.010284] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-09T20:36:45.010335] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-09T20:36:45.010365] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-09T20:36:45.011149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:45.011208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:45.011209] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.015907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:45.017190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.122449] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.135532] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-09
[2025-12-09T20:36:45.176912] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-09T20:36:45.176978] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=58.5776%)
[2025-12-09T20:36:45.177303] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-09T20:36:45.177352] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-09T20:36:45.177658] [INFO ] [main      ] Progress: 382/438 forecasts completed (87.2%). DJCO finished in 0.7s. ETA: 9.5s. Rate: 353.71 forecasts/min
[2025-12-09T20:36:45.188597] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.190014] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-09T20:36:45.190063] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-09T20:36:45.190094] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-09T20:36:45.190848] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:45.190907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:45.195639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:45.197372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:45.197874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:45.198289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:45.199152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.308931] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.338625] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-09T20:36:45.338695] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=56.081%)
[2025-12-09T20:36:45.339114] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-09T20:36:45.339165] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-09T20:36:45.339670] [INFO ] [main      ] Progress: 383/438 forecasts completed (87.4%). MKL finished in 0.8s. ETA: 9.3s. Rate: 353.75 forecasts/min
[2025-12-09T20:36:45.349320] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-09
[2025-12-09T20:36:45.350734] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.351802] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-09T20:36:45.351854] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-09T20:36:45.351885] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-09T20:36:45.352699] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:45.352761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:45.357468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:45.358541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:45.360414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.407790] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-09T20:36:45.407857] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=70.1268%)
[2025-12-09T20:36:45.408211] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-09T20:36:45.408260] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-09T20:36:45.408650] [INFO ] [main      ] Progress: 384/438 forecasts completed (87.7%). BWIN finished in 0.7s. ETA: 9.1s. Rate: 354.30 forecasts/min
[2025-12-09T20:36:45.419430] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.420320] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-09T20:36:45.420376] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-09T20:36:45.420409] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-09T20:36:45.421205] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:45.421265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:45.422963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:45.423480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:45.423913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-09T20:36:45.429685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.518949] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.534057] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-09
[2025-12-09T20:36:45.584223] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-09T20:36:45.584291] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=9.75% (Conf=55.7434%)
[2025-12-09T20:36:45.584474] [INFO ] [main      ] Fetching symbol history for AMWL...
[2025-12-09T20:36:45.584526] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2025-12-09T20:36:45.585494] [INFO ] [main      ] Progress: 385/438 forecasts completed (87.9%). DTIL finished in 0.6s. ETA: 9.0s. Rate: 354.26 forecasts/min
[2025-12-09T20:36:45.596461] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.597394] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2025-12-09T20:36:45.597451] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-09T20:36:45.597495] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2025-12-09T20:36:45.598376] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:45.598439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:45.603655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:45.604499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:45.606956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:45.697824] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-09
[2025-12-09T20:36:45.701433] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.722873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:45.723817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.765795] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-09
[2025-12-09T20:36:45.813372] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-09T20:36:45.813438] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=64.1105%)
[2025-12-09T20:36:45.813784] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-09T20:36:45.813835] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-09T20:36:45.814564] [INFO ] [main      ] Progress: 386/438 forecasts completed (88.1%). AVB finished in 0.6s. ETA: 8.8s. Rate: 353.94 forecasts/min
[2025-12-09T20:36:45.824278] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.826621] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-09T20:36:45.826675] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-09T20:36:45.826706] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-09T20:36:45.827443] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:45.827518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:45.832322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:45.834112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:45.834600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:45.834988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:45.835868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:45.838232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:45.838894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:45.864082] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.935451] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:45.979538] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-09T20:36:45.979622] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=68.0828%)
[2025-12-09T20:36:45.980037] [INFO ] [main      ] Fetching symbol history for NKTX...
[2025-12-09T20:36:45.980087] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2025-12-09T20:36:45.980658] [INFO ] [main      ] Progress: 387/438 forecasts completed (88.4%). DASH finished in 0.6s. ETA: 8.6s. Rate: 353.96 forecasts/min
[2025-12-09T20:36:45.990976] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:45.991813] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2025-12-09T20:36:45.991863] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2025-12-09T20:36:45.991893] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2025-12-09T20:36:45.992674] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:45.992737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:45.992716] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-09T20:36:45.992782] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=47.3624%)
[2025-12-09T20:36:45.993247] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-09T20:36:45.993314] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-09T20:36:45.993652] [INFO ] [main      ] Progress: 388/438 forecasts completed (88.6%). RES finished in 0.6s. ETA: 8.5s. Rate: 354.80 forecasts/min
[2025-12-09T20:36:45.994404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:45.994935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:45.995376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:45.996287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:46.004405] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:46.005400] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-09T20:36:46.005452] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-09T20:36:46.005483] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-09T20:36:46.006258] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:46.006323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:46.008038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:46.008546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:46.008974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:46.009865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:46.010666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:46.011845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:46.013328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:46.013968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.074611] [DEBUG] [MAG       ] AMWL: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.104127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:46.108841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:46.111510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.175955] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.241112] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:46.309351] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2025-12-09T20:36:46.309418] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=3.26% (Conf=55.2857%)
[2025-12-09T20:36:46.309783] [INFO ] [main      ] Fetching symbol history for APO...
[2025-12-09T20:36:46.309832] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-12-09T20:36:46.310677] [INFO ] [main      ] Progress: 389/438 forecasts completed (88.8%). AMWL finished in 0.7s. ETA: 8.3s. Rate: 354.00 forecasts/min
[2025-12-09T20:36:46.321388] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:46.322536] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-12-09T20:36:46.322607] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-12-09T20:36:46.322639] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-12-09T20:36:46.323400] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:46.323459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:46.328142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:46.330515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:46.347066] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:46.350457] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.403307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.408864] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-09T20:36:46.408934] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=56.0761%)
[2025-12-09T20:36:46.409091] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-09T20:36:46.409134] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-09T20:36:46.409833] [INFO ] [main      ] Progress: 390/438 forecasts completed (89.0%). TBB finished in 0.6s. ETA: 8.1s. Rate: 354.38 forecasts/min
[2025-12-09T20:36:46.420129] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:46.421959] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-09T20:36:46.422013] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-09T20:36:46.422043] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-09T20:36:46.422812] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:46.422873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:46.423731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:46.424997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:46.426135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:46.428969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-09T20:36:46.431313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:46.432906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.501134] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.516340] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:46.598242] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-09T20:36:46.598307] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=38.7848%)
[2025-12-09T20:36:46.599652] [INFO ] [main      ] Progress: 391/438 forecasts completed (89.3%). CADE finished in 0.6s. ETA: 8.0s. Rate: 354.27 forecasts/min
[2025-12-09T20:36:46.598669] [INFO ] [main      ] Fetching symbol history for EKSO...
[2025-12-09T20:36:46.601720] [DEBUG] [REMOTE    ] EKSO: Fetching historical data.
[2025-12-09T20:36:46.612600] [DEBUG] [REMOTE    ] EKSO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:46.613514] [DEBUG] [LOCAL     ] Loaded configuration for EKSO: 1 features, N/A% accuracy
[2025-12-09T20:36:46.613568] [INFO ] [LOCAL     ] EKSO: Loaded 1 optimal features with 62.40% confidence from JSON config
[2025-12-09T20:36:46.613620] [DEBUG] [MAG       ] Building data for symbol: EKSO with lookback: 0
[2025-12-09T20:36:46.614361] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:46.614419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:46.619144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.666541] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:46.726468] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2025-12-09T20:36:46.726537] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=63.9722%)
[2025-12-09T20:36:46.726912] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-09T20:36:46.726963] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-09T20:36:46.727661] [INFO ] [main      ] Progress: 392/438 forecasts completed (89.5%). NKTX finished in 0.7s. ETA: 7.8s. Rate: 354.49 forecasts/min
[2025-12-09T20:36:46.738189] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:46.739101] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-09T20:36:46.739161] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-09T20:36:46.739192] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-09T20:36:46.739975] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:46.740035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:46.741748] [DEBUG] [MAG       ] APO: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.744744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:46.746428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-09T20:36:46.760505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:46.801492] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.910652] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:46.950318] [DEBUG] [MAG       ] EKSO: Last date is validated at 2025-12-09
[2025-12-09T20:36:46.977677] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.040493] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-12-09T20:36:47.040560] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=10.01% (Conf=57.0547%)
[2025-12-09T20:36:47.040733] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-09T20:36:47.040777] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-09T20:36:47.042664] [INFO ] [main      ] Progress: 393/438 forecasts completed (89.7%). APO finished in 0.7s. ETA: 7.6s. Rate: 353.72 forecasts/min
[2025-12-09T20:36:47.043570] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-09T20:36:47.043659] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=55.8061%)
[2025-12-09T20:36:47.043981] [INFO ] [main      ] Progress: 394/438 forecasts completed (90.0%). QVCC finished in 0.6s. ETA: 7.4s. Rate: 354.61 forecasts/min
[2025-12-09T20:36:47.044101] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-09T20:36:47.044143] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-09T20:36:47.052518] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.053776] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-09T20:36:47.053829] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-09T20:36:47.053860] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-09T20:36:47.054659] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:47.054721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:47.056360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:47.056705] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.056902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:47.057287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:47.057904] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-09T20:36:47.057959] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-09T20:36:47.057989] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-09T20:36:47.058815] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:47.058874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:47.061477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:47.062636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:47.063625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:47.064464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:47.064705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:47.066066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.067378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.092358] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-09
[2025-12-09T20:36:47.121368] [DEBUG] [MAG       ] EKSO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.189639] [INFO ] [LOCAL     ] EKSO: Saved forecast.
[2025-12-09T20:36:47.189709] [INFO ] [main      ] EKSO: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=62.4031%)
[2025-12-09T20:36:47.190068] [INFO ] [main      ] Progress: 395/438 forecasts completed (90.2%). EKSO finished in 0.6s. ETA: 7.3s. Rate: 354.73 forecasts/min
[2025-12-09T20:36:47.190191] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-09T20:36:47.190232] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-09T20:36:47.201328] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.202365] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-09T20:36:47.202421] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-09T20:36:47.202452] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-09T20:36:47.203244] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:47.203306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:47.208074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:47.209878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:47.210450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:47.210856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:47.211560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.256456] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.330524] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-09T20:36:47.330615] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=54.2686%)
[2025-12-09T20:36:47.330974] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-09T20:36:47.331025] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-09T20:36:47.332664] [INFO ] [main      ] Progress: 396/438 forecasts completed (90.4%). AMPL finished in 0.6s. ETA: 7.1s. Rate: 354.87 forecasts/min
[2025-12-09T20:36:47.343741] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.344729] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-09T20:36:47.344783] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-09T20:36:47.344816] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-09T20:36:47.345673] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:47.345738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:47.350724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:47.352504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:47.353004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:47.353400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:47.354167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:47.395712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:47.397441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:47.400344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:47.402155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.404019] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-09
[2025-12-09T20:36:47.411691] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-09
[2025-12-09T20:36:47.567528] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-09
[2025-12-09T20:36:47.569607] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.585209] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.647430] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-09T20:36:47.647496] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=6.05% (Conf=56.5528%)
[2025-12-09T20:36:47.647917] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-09T20:36:47.648290] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-09T20:36:47.648665] [INFO ] [main      ] Progress: 397/438 forecasts completed (90.6%). JELD finished in 0.6s. ETA: 6.9s. Rate: 354.10 forecasts/min
[2025-12-09T20:36:47.660300] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.661169] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-09T20:36:47.661218] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-09T20:36:47.661249] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-09T20:36:47.662017] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:47.662076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:47.663770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:47.664264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:47.666743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.721406] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-09T20:36:47.721481] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=56.4812%)
[2025-12-09T20:36:47.721934] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-09T20:36:47.721987] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-09T20:36:47.722651] [INFO ] [main      ] Progress: 398/438 forecasts completed (90.9%). EG finished in 0.7s. ETA: 6.8s. Rate: 354.60 forecasts/min
[2025-12-09T20:36:47.733687] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.735422] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-09T20:36:47.735476] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-09T20:36:47.735509] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-09T20:36:47.736270] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:47.736329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:47.741097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:47.742049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:47.743061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:47.743266] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:47.743736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.754233] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-09
[2025-12-09T20:36:47.842704] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-09T20:36:47.842773] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=11.87% (Conf=33.4887%)
[2025-12-09T20:36:47.843131] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-09T20:36:47.843185] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-09T20:36:47.844663] [INFO ] [main      ] Progress: 399/438 forecasts completed (91.1%). STKH finished in 0.7s. ETA: 6.6s. Rate: 354.85 forecasts/min
[2025-12-09T20:36:47.855352] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:47.856257] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-09T20:36:47.856313] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-09T20:36:47.856344] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-09T20:36:47.857136] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:47.857196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:47.861930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:47.862877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:47.929328] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.006043] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.031357] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-09T20:36:48.031436] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=54.0423%)
[2025-12-09T20:36:48.031901] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-09T20:36:48.031957] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-09T20:36:48.032771] [INFO ] [main      ] Progress: 400/438 forecasts completed (91.3%). SUPN finished in 0.7s. ETA: 6.4s. Rate: 354.75 forecasts/min
[2025-12-09T20:36:48.044721] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.045925] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-09T20:36:48.045977] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-09T20:36:48.046008] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-09T20:36:48.046823] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:48.046892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:48.048697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:48.049239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:48.049704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:48.050083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:48.050868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.078450] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.178502] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.200624] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.233764] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-09T20:36:48.233830] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=37.5869%)
[2025-12-09T20:36:48.234182] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-09T20:36:48.234233] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-09T20:36:48.234620] [INFO ] [main      ] Progress: 401/438 forecasts completed (91.6%). PFD finished in 0.6s. ETA: 6.3s. Rate: 354.58 forecasts/min
[2025-12-09T20:36:48.245591] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.246547] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-09T20:36:48.246619] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-09T20:36:48.246652] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-09T20:36:48.247421] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:48.247490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:48.250139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.258599] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.345819] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-09T20:36:48.345895] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-3.01% (Conf=52.0271%)
[2025-12-09T20:36:48.346316] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-09T20:36:48.346367] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-09T20:36:48.346652] [INFO ] [main      ] Progress: 402/438 forecasts completed (91.8%). ARVN finished in 0.6s. ETA: 6.1s. Rate: 354.88 forecasts/min
[2025-12-09T20:36:48.356801] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.357820] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-09T20:36:48.357871] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-09T20:36:48.357901] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-09T20:36:48.358670] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:48.358731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:48.363433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:48.365226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:48.365728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:48.375845] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.394475] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.403512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:48.407253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:48.408945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.439006] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-09T20:36:48.439077] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=4.23% (Conf=44.8838%)
[2025-12-09T20:36:48.439503] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-09T20:36:48.439554] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-09T20:36:48.439651] [INFO ] [main      ] Progress: 403/438 forecasts completed (92.0%). SKLZ finished in 0.6s. ETA: 5.9s. Rate: 355.27 forecasts/min
[2025-12-09T20:36:48.451168] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.452206] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-09T20:36:48.452256] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-09T20:36:48.452287] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-09T20:36:48.453133] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:48.453199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:48.454927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:48.455447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:48.455908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:48.456815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:48.568144] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.570126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:48.571351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:48.571983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:48.575115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.590327] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.644271] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-09T20:36:48.644340] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=56.0055%)
[2025-12-09T20:36:48.644709] [INFO ] [main      ] Progress: 404/438 forecasts completed (92.2%). LAES finished in 0.6s. ETA: 5.7s. Rate: 355.08 forecasts/min
[2025-12-09T20:36:48.644829] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-09T20:36:48.644870] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-09T20:36:48.656027] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.657693] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-09T20:36:48.657745] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-09T20:36:48.657781] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-09T20:36:48.658616] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:48.658677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:48.663619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:48.664601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:48.667036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:48.668775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:48.669457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.743870] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.761686] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.856301] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-09T20:36:48.856362] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=49.7247%)
[2025-12-09T20:36:48.856727] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-09T20:36:48.856777] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-09T20:36:48.857626] [INFO ] [main      ] Progress: 405/438 forecasts completed (92.5%). CGON finished in 0.6s. ETA: 5.6s. Rate: 354.86 forecasts/min
[2025-12-09T20:36:48.869105] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:48.870143] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-09T20:36:48.870192] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-09T20:36:48.870223] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-09T20:36:48.870985] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:48.871043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:48.875740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:48.876675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:48.909547] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:48.912679] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-09
[2025-12-09T20:36:48.989950] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-09T20:36:48.990016] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=59.3805%)
[2025-12-09T20:36:48.990181] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-09T20:36:48.990224] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-09T20:36:48.991185] [INFO ] [main      ] Progress: 406/438 forecasts completed (92.7%). HOG finished in 0.6s. ETA: 5.4s. Rate: 355.04 forecasts/min
[2025-12-09T20:36:49.001138] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.002087] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-09T20:36:49.002137] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-09T20:36:49.002167] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-09T20:36:49.002947] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:49.003006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:49.007752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:49.009531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-09T20:36:49.010682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.016813] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.079858] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.168885] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-09T20:36:49.168961] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=55.9998%)
[2025-12-09T20:36:49.169301] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-09T20:36:49.169350] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-09T20:36:49.169665] [INFO ] [main      ] Progress: 407/438 forecasts completed (92.9%). ASA finished in 0.7s. ETA: 5.2s. Rate: 354.99 forecasts/min
[2025-12-09T20:36:49.180860] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.181933] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-09T20:36:49.181987] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-09T20:36:49.182019] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-09T20:36:49.182815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:49.182878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:49.184559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:49.185092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:49.185273] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.185492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:49.186326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.219321] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.289896] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-09T20:36:49.289962] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=76.28%)
[2025-12-09T20:36:49.290301] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-09T20:36:49.290351] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-09T20:36:49.292563] [INFO ] [main      ] Progress: 408/438 forecasts completed (93.2%). NVDD finished in 0.6s. ETA: 5.1s. Rate: 355.23 forecasts/min
[2025-12-09T20:36:49.303661] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.304760] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-09T20:36:49.304813] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-09T20:36:49.304845] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-09T20:36:49.305694] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:49.305759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:49.307635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:49.308158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:49.308562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:49.347606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:49.348462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:49.350315] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.352777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:49.354117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:49.354763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.385892] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.471230] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-09T20:36:49.471298] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=4.32% (Conf=53.4251%)
[2025-12-09T20:36:49.471456] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-09T20:36:49.471501] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-09T20:36:49.472508] [INFO ] [main      ] Progress: 409/438 forecasts completed (93.4%). CVEO finished in 0.6s. ETA: 4.9s. Rate: 355.17 forecasts/min
[2025-12-09T20:36:49.484194] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.485158] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-09T20:36:49.485216] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-09T20:36:49.485247] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-09T20:36:49.486166] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-09T20:36:49.486236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:49.491462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:49.493594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:49.494169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:49.494597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:49.495636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:49.496415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-09T20:36:49.497662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:49.498883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:49.499394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-09T20:36:49.501507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.525818] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.574691] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.665317] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-09T20:36:49.665382] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=64.9168%)
[2025-12-09T20:36:49.665749] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-09T20:36:49.665792] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-09T20:36:49.667657] [INFO ] [main      ] Progress: 410/438 forecasts completed (93.6%). ED finished in 0.7s. ETA: 4.7s. Rate: 355.04 forecasts/min
[2025-12-09T20:36:49.678000] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.679038] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-09T20:36:49.679093] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-09T20:36:49.679125] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-09T20:36:49.679905] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-09T20:36:49.679977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:49.681651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:49.682158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:49.682614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:49.694711] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.699730] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.758282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-09T20:36:49.762805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:49.764912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:49.765076] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-09T20:36:49.765168] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=3.41% (Conf=56.69%)
[2025-12-09T20:36:49.765816] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-09T20:36:49.765868] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-09T20:36:49.765947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.766637] [INFO ] [main      ] Progress: 411/438 forecasts completed (93.8%). AG finished in 0.6s. ETA: 4.6s. Rate: 355.40 forecasts/min
[2025-12-09T20:36:49.778829] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.779862] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-09T20:36:49.779938] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-09T20:36:49.779983] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-09T20:36:49.781073] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:49.781154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:49.782130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-09T20:36:49.782882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:49.847615] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-09
[2025-12-09T20:36:49.873641] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:49.939435] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-09T20:36:49.939506] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=38.3656%)
[2025-12-09T20:36:49.939879] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-09T20:36:49.939929] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-09T20:36:49.940652] [INFO ] [main      ] Progress: 412/438 forecasts completed (94.1%). CXDO finished in 0.6s. ETA: 4.4s. Rate: 355.37 forecasts/min
[2025-12-09T20:36:49.950781] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:49.951901] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-09T20:36:49.951960] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-09T20:36:49.951994] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-09T20:36:49.952807] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:49.952882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:49.954565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:49.955096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:49.955477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:49.957081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:49.957873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:49.959053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:49.959769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:49.960879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.020196] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.100975] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.143679] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-09T20:36:50.143747] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-1.24% (Conf=50.152%)
[2025-12-09T20:36:50.143900] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-09T20:36:50.143943] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-09T20:36:50.144857] [INFO ] [main      ] Progress: 413/438 forecasts completed (94.3%). BAP finished in 0.7s. ETA: 4.2s. Rate: 355.19 forecasts/min
[2025-12-09T20:36:50.156101] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.156144] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.156947] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-09T20:36:50.156996] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-09T20:36:50.157027] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-09T20:36:50.157816] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:50.157877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:50.162608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:50.164335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:50.164814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:50.165239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:50.165636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:50.167957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:50.168728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-09T20:36:50.170524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:50.174213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.267763] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.298226] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.325869] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.329328] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-09T20:36:50.329395] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=59.7414%)
[2025-12-09T20:36:50.329754] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-09T20:36:50.329803] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-09T20:36:50.330656] [INFO ] [main      ] Progress: 414/438 forecasts completed (94.5%). SCM finished in 0.7s. ETA: 4.1s. Rate: 355.10 forecasts/min
[2025-12-09T20:36:50.340407] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.341373] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-09T20:36:50.341422] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-09T20:36:50.341453] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-09T20:36:50.342212] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:50.342277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:50.346993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:50.347825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:50.348658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:50.393954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:50.394559] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-09T20:36:50.394656] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=56.3068%)
[2025-12-09T20:36:50.394819] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-09T20:36:50.394862] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-09T20:36:50.395307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:50.395757] [INFO ] [main      ] Progress: 415/438 forecasts completed (94.7%). ASTL finished in 0.6s. ETA: 3.9s. Rate: 355.63 forecasts/min
[2025-12-09T20:36:50.397747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-09T20:36:50.399083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-09T20:36:50.400207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-09T20:36:50.402966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.405658] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.406486] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-09T20:36:50.406540] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-09T20:36:50.406590] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-09T20:36:50.407349] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:50.407410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:50.412134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:50.412966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:50.414945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:50.416712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.466316] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.509047] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.561977] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-09T20:36:50.562046] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=56.2885%)
[2025-12-09T20:36:50.562209] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-09T20:36:50.562251] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-09T20:36:50.563665] [INFO ] [main      ] Progress: 416/438 forecasts completed (95.0%). RARE finished in 0.6s. ETA: 3.7s. Rate: 355.64 forecasts/min
[2025-12-09T20:36:50.573526] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.574595] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-09T20:36:50.574647] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-09T20:36:50.574678] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-09T20:36:50.575464] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:50.575526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:50.580551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:50.582429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:50.582933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-09T20:36:50.583637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-09T20:36:50.585709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.673287] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.732064] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.750819] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.765340] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-09T20:36:50.765406] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=53.3053%)
[2025-12-09T20:36:50.765769] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-09T20:36:50.765818] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-09T20:36:50.766662] [INFO ] [main      ] Progress: 417/438 forecasts completed (95.2%). FOXA finished in 0.6s. ETA: 3.5s. Rate: 355.46 forecasts/min
[2025-12-09T20:36:50.776894] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.778633] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-09T20:36:50.778685] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-09T20:36:50.778715] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-09T20:36:50.779480] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-09T20:36:50.779538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:50.780280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-09T20:36:50.782285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-09T20:36:50.783431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:50.894904] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.918100] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:50.929931] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-09
[2025-12-09T20:36:50.980215] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-09T20:36:50.980282] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=41.5907%)
[2025-12-09T20:36:50.980674] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-09T20:36:50.980725] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-09T20:36:50.980900] [INFO ] [main      ] Progress: 418/438 forecasts completed (95.4%). HYXF finished in 0.6s. ETA: 3.4s. Rate: 355.23 forecasts/min
[2025-12-09T20:36:50.992188] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:50.993331] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-09T20:36:50.993381] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-09T20:36:50.993415] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-09T20:36:50.994188] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:50.994247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:50.998966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:51.000644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.018942] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-09T20:36:51.019007] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=3.57% (Conf=61.9164%)
[2025-12-09T20:36:51.019156] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-09T20:36:51.019198] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-09T20:36:51.019845] [INFO ] [main      ] Progress: 419/438 forecasts completed (95.7%). GLTO finished in 0.7s. ETA: 3.2s. Rate: 355.89 forecasts/min
[2025-12-09T20:36:51.030424] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.031237] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-09T20:36:51.031291] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-09T20:36:51.031330] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-09T20:36:51.032098] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:51.032156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:51.033813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:51.034323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:51.036696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:51.037467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:51.038122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.102107] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:51.121819] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.230003] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-09T20:36:51.230070] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=57.3855%)
[2025-12-09T20:36:51.230225] [INFO ] [main      ] Fetching symbol history for HPF...
[2025-12-09T20:36:51.230267] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2025-12-09T20:36:51.231661] [INFO ] [main      ] Progress: 420/438 forecasts completed (95.9%). CMI finished in 0.7s. ETA: 3.0s. Rate: 355.67 forecasts/min
[2025-12-09T20:36:51.241328] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.242189] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2025-12-09T20:36:51.242238] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2025-12-09T20:36:51.242269] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2025-12-09T20:36:51.243048] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:51.243109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:51.247849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:51.248654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:51.250904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-09T20:36:51.251692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:51.253670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-09T20:36:51.254385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-09T20:36:51.257150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:51.257911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.286850] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:51.345823] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.367143] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.442423] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-09T20:36:51.442490] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=55.3794%)
[2025-12-09T20:36:51.442850] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-09T20:36:51.442900] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-09T20:36:51.443634] [INFO ] [main      ] Progress: 421/438 forecasts completed (96.1%). DRLL finished in 0.7s. ETA: 2.9s. Rate: 355.45 forecasts/min
[2025-12-09T20:36:51.454933] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.455926] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-09T20:36:51.455981] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-09T20:36:51.456012] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-09T20:36:51.456804] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:51.456864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:51.461592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:51.463375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:51.463862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:51.464286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:51.464682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-09T20:36:51.467221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.529809] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:51.530993] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:51.591166] [DEBUG] [MAG       ] HPF: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.600513] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-09T20:36:51.600596] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=49.4084%)
[2025-12-09T20:36:51.600931] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-09T20:36:51.600980] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-09T20:36:51.601850] [INFO ] [main      ] Progress: 422/438 forecasts completed (96.3%). GSL finished in 0.6s. ETA: 2.7s. Rate: 355.51 forecasts/min
[2025-12-09T20:36:51.609398] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-09T20:36:51.609467] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=8.09% (Conf=61.8475%)
[2025-12-09T20:36:51.612178] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-09T20:36:51.612223] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-09T20:36:51.612672] [INFO ] [main      ] Progress: 423/438 forecasts completed (96.6%). ENVX finished in 0.6s. ETA: 2.5s. Rate: 356.29 forecasts/min
[2025-12-09T20:36:51.613943] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.615488] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-09T20:36:51.615539] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-09T20:36:51.615591] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-09T20:36:51.616345] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:51.616403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:51.621788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-09T20:36:51.622566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.625439] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.626083] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-09T20:36:51.626136] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-09T20:36:51.626168] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-09T20:36:51.626926] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:51.626986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:51.631725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:51.633450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:51.633957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:51.634341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:51.635247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:51.635859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.759022] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:51.798715] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.828237] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2025-12-09T20:36:51.828313] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=56.5912%)
[2025-12-09T20:36:51.828668] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-09T20:36:51.828718] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-09T20:36:51.829459] [INFO ] [main      ] Progress: 424/438 forecasts completed (96.8%). HPF finished in 0.6s. ETA: 2.4s. Rate: 356.05 forecasts/min
[2025-12-09T20:36:51.840855] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:51.843485] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-09T20:36:51.843603] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-09T20:36:51.843638] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-09T20:36:51.844684] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-09T20:36:51.844750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:51.846451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:51.846975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:51.894275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-09T20:36:51.896109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:51.958078] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.971904] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-09
[2025-12-09T20:36:51.979383] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.066129] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-09T20:36:52.066206] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=7.98% (Conf=50.1219%)
[2025-12-09T20:36:52.066606] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-09T20:36:52.066665] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-09T20:36:52.067648] [INFO ] [main      ] Progress: 425/438 forecasts completed (97.0%). BDSX finished in 0.6s. ETA: 2.2s. Rate: 355.71 forecasts/min
[2025-12-09T20:36:52.078688] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.079896] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-09T20:36:52.079967] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-09T20:36:52.080008] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-09T20:36:52.080834] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-09T20:36:52.080898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:52.082865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:52.083408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:52.083904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:52.086474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-09T20:36:52.088189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:52.125792] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.138900] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.188961] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-09T20:36:52.189027] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=2.03% (Conf=47.8626%)
[2025-12-09T20:36:52.189183] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-09T20:36:52.189232] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-09T20:36:52.189894] [INFO ] [main      ] Progress: 426/438 forecasts completed (97.3%). ALVO finished in 0.6s. ETA: 2.0s. Rate: 355.94 forecasts/min
[2025-12-09T20:36:52.200790] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.201866] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-09T20:36:52.201916] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-09T20:36:52.201948] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-09T20:36:52.202713] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:52.202774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:52.207525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:52.209284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:52.209782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:52.210167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:52.219279] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-09T20:36:52.219358] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=58.9066%)
[2025-12-09T20:36:52.219518] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-09T20:36:52.219562] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-09T20:36:52.220204] [INFO ] [main      ] Progress: 427/438 forecasts completed (97.5%). THRM finished in 0.6s. ETA: 1.9s. Rate: 356.62 forecasts/min
[2025-12-09T20:36:52.222477] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-09
[2025-12-09T20:36:52.230169] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.231706] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-09T20:36:52.231756] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-09T20:36:52.231787] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-09T20:36:52.232542] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:52.232621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:52.234270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:52.234791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:52.235174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:52.248666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:52.249663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:52.304040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:52.307229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:52.348591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-09T20:36:52.349715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-09T20:36:52.350421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-09T20:36:52.353171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:52.354705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:52.384501] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.447975] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-09
[2025-12-09T20:36:52.457602] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-09T20:36:52.457680] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=50.8925%)
[2025-12-09T20:36:52.457844] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-09T20:36:52.457886] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-09T20:36:52.459058] [INFO ] [main      ] Progress: 428/438 forecasts completed (97.7%). ENB finished in 0.6s. ETA: 1.7s. Rate: 356.27 forecasts/min
[2025-12-09T20:36:52.468701] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.469742] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-09T20:36:52.469793] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-09T20:36:52.469822] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-09T20:36:52.470592] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-09T20:36:52.470654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:52.475683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:52.477595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:52.478057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:52.478482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:52.478880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:52.481177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:52.519609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-09T20:36:52.523364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:52.628693] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.643169] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-09
[2025-12-09T20:36:52.691241] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-09
[2025-12-09T20:36:52.709983] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-09T20:36:52.710050] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=51.7312%)
[2025-12-09T20:36:52.710390] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-09T20:36:52.710438] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-09T20:36:52.710635] [INFO ] [main      ] Progress: 429/438 forecasts completed (97.9%). ARMK finished in 0.6s. ETA: 1.5s. Rate: 355.86 forecasts/min
[2025-12-09T20:36:52.721591] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.722601] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-09T20:36:52.722652] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-09T20:36:52.722682] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-09T20:36:52.723443] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:52.723501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:52.724094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:52.725689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:52.808197] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.852990] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-09
[2025-12-09T20:36:52.860614] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:52.870949] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-09T20:36:52.871017] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=42.3952%)
[2025-12-09T20:36:52.871375] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-09T20:36:52.871424] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-09T20:36:52.871672] [INFO ] [main      ] Progress: 430/438 forecasts completed (98.2%). RCS finished in 0.7s. ETA: 1.3s. Rate: 355.90 forecasts/min
[2025-12-09T20:36:52.883609] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.885563] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-09T20:36:52.885639] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-09T20:36:52.885671] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-09T20:36:52.886427] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:52.886491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:52.891520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-09T20:36:52.892321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-09T20:36:52.894599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-09T20:36:52.976426] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-09T20:36:52.976498] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=66.1376%)
[2025-12-09T20:36:52.976909] [INFO ] [main      ] Progress: 431/438 forecasts completed (98.4%). FCX finished in 0.8s. ETA: 1.2s. Rate: 356.21 forecasts/min
[2025-12-09T20:36:52.977051] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-09T20:36:52.977097] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-09T20:36:52.988394] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:52.990390] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-09T20:36:52.990445] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-09T20:36:52.990478] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-09T20:36:52.991377] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-09T20:36:52.991458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-09T20:36:52.996547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-09T20:36:52.997969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-09T20:36:53.004553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-09T20:36:53.006601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-09T20:36:53.016759] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.047131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-09T20:36:53.061563] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-09
[2025-12-09T20:36:53.078806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:53.079816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:53.080926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-09T20:36:53.082557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:53.096422] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-09T20:36:53.096488] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=48.8284%)
[2025-12-09T20:36:53.096839] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-09T20:36:53.096890] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-09T20:36:53.098064] [INFO ] [main      ] Progress: 432/438 forecasts completed (98.6%). PRVA finished in 0.6s. ETA: 1.0s. Rate: 356.44 forecasts/min
[2025-12-09T20:36:53.099377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:53.101963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-09T20:36:53.102757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:53.107809] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:53.108759] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-09T20:36:53.108808] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-09T20:36:53.108848] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-09T20:36:53.109622] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-09T20:36:53.109680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-09T20:36:53.110253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-09T20:36:53.111645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:53.226799] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.321588] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-09T20:36:53.321660] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=11.84% (Conf=56.7039%)
[2025-12-09T20:36:53.321816] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-09T20:36:53.321859] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-09T20:36:53.323083] [INFO ] [main      ] Progress: 433/438 forecasts completed (98.9%). ETSY finished in 0.6s. ETA: 0.8s. Rate: 356.16 forecasts/min
[2025-12-09T20:36:53.333104] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:53.334073] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-09T20:36:53.334127] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-09T20:36:53.334157] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-09T20:36:53.334953] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-09T20:36:53.335015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-09T20:36:53.337018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-09T20:36:53.337542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-09T20:36:53.337993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-09T20:36:53.340017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-09T20:36:53.340494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-09T20:36:53.341507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-09T20:36:53.343258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-09T20:36:53.344320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-09T20:36:53.345061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:53.437414] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-09
[2025-12-09T20:36:53.443145] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-09
[2025-12-09T20:36:53.456023] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-09
[2025-12-09T20:36:53.606882] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.615087] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.622371] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.673840] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-09T20:36:53.673906] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=54.7481%)
[2025-12-09T20:36:53.674271] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-09T20:36:53.674320] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-09T20:36:53.674354] [INFO ] [main      ] Progress: 434/438 forecasts completed (99.1%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 355.28 forecasts/min
[2025-12-09T20:36:53.685464] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-09T20:36:53.686631] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-09T20:36:53.686681] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-09T20:36:53.686719] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-09T20:36:53.687554] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-09T20:36:53.687647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-09T20:36:53.688565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-09T20:36:53.698922] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-09T20:36:53.698996] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-6.40% (Conf=74.0614%)
[2025-12-09T20:36:53.699363] [INFO ] [main      ] Progress: 435/438 forecasts completed (99.3%). DOMO finished in 0.7s. ETA: 0.5s. Rate: 355.97 forecasts/min
[2025-12-09T20:36:53.700713] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-09
[2025-12-09T20:36:53.713703] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-09T20:36:53.713771] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=55.5577%)
[2025-12-09T20:36:53.714151] [INFO ] [main      ] Progress: 436/438 forecasts completed (99.5%). FIBK finished in 0.8s. ETA: 0.3s. Rate: 356.72 forecasts/min
[2025-12-09T20:36:53.864487] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:53.926564] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-09T20:36:53.926648] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=42.6694%)
[2025-12-09T20:36:53.927141] [INFO ] [main      ] Progress: 437/438 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 356.50 forecasts/min
[2025-12-09T20:36:54.016557] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-09
[2025-12-09T20:36:54.179272] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-10
[2025-12-09T20:36:54.234227] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-09T20:36:54.234295] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=55.9223%)
[2025-12-09T20:36:54.234909] [INFO ] [main      ] Progress: 438/438 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 355.83 forecasts/min
[2025-12-09T20:36:54.259741] [INFO ] [main      ] Parallel forecast generation completed in 1m 14s. Processed 438 forecasts.
[2025-12-09T20:36:54.259881] [INFO ] [main      ] Generated and saved 438 forecast pairs.
[2025-12-09T20:36:55.189825] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (438/438 @ 100.00%)'
[2025-12-09T20:36:55.191081] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-09T20:36:55.191143] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-09T20:36:55.191325] [INFO ] [main      ] Found 17 forecast dates
[2025-12-09T20:36:55.191360] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-09T20:36:55.310927] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-09T20:36:55.313305] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-09T20:36:55.313419] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-09T20:36:55.406858] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-09T20:36:55.418658] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-09T20:36:55.418924] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-09T20:36:55.532044] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-09T20:36:55.533864] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-09T20:36:55.533970] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-09T20:36:55.625652] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-09T20:36:55.627316] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-09T20:36:55.627468] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-09T20:36:55.713547] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-09T20:36:55.734247] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-09T20:36:55.734338] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-09T20:36:55.845091] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-09T20:36:55.846936] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-09T20:36:55.847033] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-09T20:36:55.970769] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-09T20:36:55.973335] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-09T20:36:55.973477] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-09T20:36:56.074882] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-09T20:36:56.076535] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-09T20:36:56.076641] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-09T20:36:56.285420] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-09T20:36:56.288929] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-09T20:36:56.289097] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-09T20:36:56.466540] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-09T20:36:56.469417] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-09T20:36:56.469566] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-09T20:36:56.652989] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-09T20:36:56.655583] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-09T20:36:56.655720] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-09T20:36:56.861563] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-09T20:36:56.864785] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-09T20:36:56.864926] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-09T20:36:57.058557] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-09T20:36:57.061889] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-09T20:36:57.062047] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-09T20:36:57.274291] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-09T20:36:57.277611] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-09T20:36:57.277766] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-09T20:36:57.483506] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-09T20:36:57.486657] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-09T20:36:57.486805] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-09T20:36:57.689376] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-09T20:36:57.692612] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-09T20:36:57.692768] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-09T20:36:57.702416] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-09T20:36:57.702509] [INFO ] [main      ] Generated 17/17 forecast reports
[2025-12-09T20:36:57.702555] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-10.txt
[2025-12-09T20:36:58.355293] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-10'
[2025-12-09T20:36:58.355521] [INFO ] [main      ] Forecast report email sent for 2025-12-10
[2025-12-09T20:36:58.355604] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-09T20:36:58.355831] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-09T20:36:58.356023] [INFO ] [STATE     ] Last completion updated: 2025-12-09T20:36:58.355907