[2025-12-12T20:30:02.569289] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-12T20:30:02.746673] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-12T20:30:02.921884] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-12T20:30:03.091897] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-12T20:30:03.266561] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-12T20:30:03.267023] [WARN ] [STATE     ] State set to: WAITING
[2025-12-12T20:30:03.267085] [INFO ] [STATE     ] Checking service statuses...
[2025-12-12T20:30:03.273786] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:03.277911] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:03.368884] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:03.447584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:03.517049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:03.517151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:06.521635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:06.525309] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:06.529048] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:06.532785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:06.536491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:06.536612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:09.540835] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:09.544261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:09.547867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:09.551599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:09.554861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:09.554939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:12.559656] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:12.563832] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:12.568358] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:12.572320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:12.576600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:12.576702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:15.581492] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:15.584992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:15.588233] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:15.591500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:15.595097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:15.595187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:18.600275] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:18.604784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:18.609133] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:18.613897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:18.618117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:18.618238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:21.623476] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:21.627484] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:21.631493] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:21.635385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:21.639517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:21.639639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:24.644369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:24.648659] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:24.652494] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:24.656274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:24.661078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:24.661191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:27.666107] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:27.669672] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:27.673092] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:27.676389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:27.679862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:27.679945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:30.684799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:30.688464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:30.692422] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:30.696206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:30.699699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:30.699780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:33.705003] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:33.708350] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:33.712301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:33.716849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:33.721743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:33.721828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:36.729189] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:36.736075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:36.740383] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:36.743967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:36.747703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:36.747810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:39.752729] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:39.756689] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:39.760439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:39.764152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:39.768242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:39.768354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:42.773795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:42.778234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:42.782769] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:42.787070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:42.791779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:42.792090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:45.797181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:45.800796] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:45.804534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:45.809828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:45.814796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:45.814907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:48.820369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:48.824029] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:48.827382] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:48.830901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:48.834471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:48.834563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:51.840422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:51.845016] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:51.849934] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:51.855384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:51.861252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:51.861388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:54.868437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:54.874433] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:54.878869] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:54.883291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:54.887262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:54.887358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:30:57.892290] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:30:57.895945] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:30:57.899466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:30:57.903359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:30:57.908663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:30:57.908786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:00.913895] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:00.917831] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:00.922623] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:00.927108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:00.931837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:00.931968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:03.936409] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:03.939850] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:03.944011] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:03.948207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:03.952877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:03.952988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:06.958071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:06.961549] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:06.964913] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:06.968272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:06.971813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:06.971892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:09.977173] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:09.980962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:09.984387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:09.987787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:09.991277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:09.991369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:12.996747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:13.000451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:13.003661] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:13.006830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:13.009973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:13.010040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:16.017468] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:16.023088] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:16.028013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:16.031875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:16.035212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:16.035282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:19.041512] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:19.046827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:19.051876] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:19.056690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:19.061933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:19.062038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:22.066974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:22.070698] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:22.074825] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:22.079466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:22.083785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:22.083889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:25.089479] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:25.093497] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:25.097215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:25.101284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:25.105676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:25.105809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:28.111476] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:28.115560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:28.118899] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:28.122296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:28.125656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:28.125737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:31.130944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:31.135135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:31.139248] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:31.143308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:31.147750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:31.147859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:34.153938] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:34.158074] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:34.162782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:34.166808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:34.171508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:34.171625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:37.176239] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:37.179973] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:37.183520] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:37.187175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:37.190752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:37.190830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:40.342034] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:40.347137] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:40.351749] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:40.358307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:40.364283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:40.364426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:43.369687] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:43.373790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:43.377629] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:43.381143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:43.385090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:43.385166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:46.390292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:46.394311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:46.398032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:46.401857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:46.406058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:46.406173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:49.410889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:49.415050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:49.419065] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:49.422837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:49.426816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:49.426914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:52.432488] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:52.437163] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:52.442726] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:52.448086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:52.452600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:52.452687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:55.458070] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:55.463066] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:55.466942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:55.470613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:55.474165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:55.474245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:31:58.479142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:31:58.483091] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:31:58.486878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:31:58.490477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:31:58.494130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:31:58.494211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:01.500061] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:01.503549] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:01.507019] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:01.510236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:01.513843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:01.513920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:04.519066] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:04.523524] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:04.529706] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:04.536022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:04.542433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:04.542601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:07.549046] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:07.554319] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:07.559438] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:07.564654] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:07.569421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:07.569560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:10.575725] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:10.579208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:10.583175] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:10.586870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:10.590152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:10.590222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:13.595982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:13.601135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:13.605385] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:13.609627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:13.614719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:13.614826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:16.619689] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:16.623708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:16.627564] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:16.631315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:16.634987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:16.635095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:19.643480] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:19.654793] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:19.661483] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:19.667928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:19.679077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:19.679260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:22.683491] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:22.687265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:22.690894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:22.694309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:22.697656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:22.697736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:25.703354] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:25.707845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:25.712451] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:25.716868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:25.721074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:25.721222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:28.726144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:28.730612] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:28.734617] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:28.738993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:28.743260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:28.743398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:31.748532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:31.753058] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:31.757266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:31.761685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:31.765468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:31.765548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:34.770729] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:34.774276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:34.779093] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:34.782987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:34.786594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:34.786666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:37.792443] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:37.796646] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:37.801898] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:37.806170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:37.810109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:37.810199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:40.815647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:40.819778] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:40.823326] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:40.826879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:40.830413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:40.830498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:43.836902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:43.841942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:43.846365] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:43.850808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:43.854708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:43.854810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:46.860630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:46.865384] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:46.869986] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:46.874536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:46.879048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:46.879145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:49.883656] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:49.887112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:49.890465] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:49.893755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:49.897158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:49.897238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:52.902464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:52.907098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:52.911717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:52.916441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:52.921161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:52.921287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:55.926335] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:55.930341] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:55.934847] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:55.939114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:55.943145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:55.943270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:32:58.948071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:32:58.952441] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:32:58.956156] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:32:58.960010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:32:58.963966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:32:58.964042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:01.969171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:01.972942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:01.976747] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:01.980628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:01.985064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:01.985209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:04.990018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:04.994187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:05.062051] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:05.132630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:05.199191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:05.199294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:08.204637] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:08.208976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:08.213894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:08.217980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:08.222850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:08.222945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:11.227959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:11.231489] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:11.234818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:11.238281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:11.241620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:11.241708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:14.247967] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:14.253963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:14.259059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:14.263215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:14.267614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:14.267758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:17.274035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:17.277873] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:17.281647] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:17.285814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:17.290735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:17.290851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:20.296124] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:20.299947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:20.303608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:20.307624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:20.311591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:20.311875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:23.316884] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:23.320374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:23.323790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:23.327237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:23.330522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:23.330626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:26.335794] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:26.339991] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:26.343458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:26.347091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:26.350833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:26.350926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:29.355678] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:29.359657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:29.363301] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:29.366820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:29.370276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:29.370351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:32.375352] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:32.379217] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:32.383016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:32.386685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:32.390333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:32.390401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:35.395747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:35.400235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:35.406007] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:35.411292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:35.415370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:35.415442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:38.420599] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:38.424472] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:38.428515] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:38.432038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:38.435260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:38.435324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:41.440935] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:41.444905] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:41.448396] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:41.451761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:41.455428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:41.455498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:44.460148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:44.463790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:44.467225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:44.470851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:44.474722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:44.474823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:47.479758] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:47.483337] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:47.486926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:47.490836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:47.494309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:47.494378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:50.499436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:50.503494] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:50.507222] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:50.510710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:50.514672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:50.514764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:53.521401] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:53.526640] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:53.531197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:53.535689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:53.539296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:53.539389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:56.545268] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:56.550061] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:56.554826] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:56.559395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:56.564014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:56.564120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:33:59.570760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:33:59.577429] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:33:59.583942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:33:59.589237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:33:59.594099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:33:59.594249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:02.599328] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:02.603147] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:02.606816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:02.610368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:02.613967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:02.614068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:05.620728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:05.625633] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:05.631124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:05.636093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:05.640374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:05.640447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:08.646375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:08.650656] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:08.654630] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:08.658419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:08.662291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:08.662386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:11.666957] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:11.670862] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:11.674319] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:11.678016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:11.681288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:11.681359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:14.686751] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:14.690898] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:14.694830] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:14.698057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:14.701433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:14.701510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:17.706680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:17.710781] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:17.714590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:17.718282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:17.723562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:17.723719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:20.729616] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:20.733422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:20.736860] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:20.740334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:20.744047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:20.744139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:23.750884] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:23.754884] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:23.758314] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:23.762173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:23.765733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:23.765809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:26.773010] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:26.778813] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:26.783469] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:26.788652] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:26.793800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:26.793903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:29.798724] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:29.803218] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:29.806853] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:29.810680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:29.814178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:29.814263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:32.819760] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:32.823696] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:32.828154] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:32.832633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:32.836728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:32.836829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:35.841728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:35.845554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:35.849675] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:35.853493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:35.857298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:35.857371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:38.862118] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:38.865706] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:38.869842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:38.873450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:38.876978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:38.877063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:41.883630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:41.889098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:41.893941] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:41.898970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:41.904218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:41.904332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:44.909909] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:44.913445] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:44.917107] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:44.920544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:44.924001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:44.924073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:47.930362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:47.934061] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:47.937347] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:47.943200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:47.946651] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:47.946722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:50.951676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:50.956171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:50.960197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:50.964135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:50.967838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:50.967925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:53.973507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:53.977259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:53.981028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:53.984691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:53.988303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:53.988385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:34:56.996115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:34:57.001254] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:34:57.006149] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:34:57.010964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:34:57.015431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:34:57.015506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:00.021744] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:00.026956] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:00.032198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:00.036916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:00.041160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:00.041260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:03.045941] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:03.050089] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:03.054243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:03.058514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:03.062959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:03.063080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:06.069097] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:06.073913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:06.142894] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:06.210739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:06.279649] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:06.279775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:09.284093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:09.287813] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:09.291093] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:09.294298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:09.297597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:09.297670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:12.303052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:12.307447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:12.311603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:12.315527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:12.319751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:12.319867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:15.325150] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:15.330158] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:15.335385] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:15.340624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:15.345719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:15.345842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:18.351838] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:18.356104] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:18.360207] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:18.363745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:18.367624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:18.367724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:21.372506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:21.376793] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:21.380945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:21.384471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:21.388162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:21.388256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:24.397989] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:24.403819] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:24.409855] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:24.415112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:24.419340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:24.419431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:27.424597] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:27.428178] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:27.432405] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:27.436433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:27.439560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:27.439653] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:30.444956] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:30.449929] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:30.454012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:30.459562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:30.464793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:30.465094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:33.469884] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:33.473670] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:33.477654] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:33.481653] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:33.485614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:33.485720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:36.490783] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:36.494844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:36.500709] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:36.506378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:36.512347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:36.512515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:39.517279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:39.521443] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:39.525295] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:39.529136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:39.532913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:39.533003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:42.538041] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:42.542432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:42.546656] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:42.550693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:42.554365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:42.554466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:45.559737] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:45.563956] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:45.567984] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:45.571614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:45.575183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:45.575266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:48.580276] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:48.584010] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:48.588528] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:48.592608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:48.596298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:48.596372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:51.602436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:51.607533] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:51.611353] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:51.614657] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:51.618497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:51.618602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:54.623506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:54.627315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:54.630741] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:54.634162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:54.637633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:54.637712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:35:57.652972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:35:57.662758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:35:57.669375] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:35:57.676195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:35:57.685053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:35:57.685227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:36:00.692424] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:36:00.696690] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:36:00.703625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:36:00.708253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:36:00.715313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:36:00.715637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:36:03.720937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:36:03.725709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:36:03.730051] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-12T20:36:03.734468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:36:03.738378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:36:03.738459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-12T20:36:06.743598] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-12T20:36:06.747848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:36:06.756598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-12T20:36:06.760420] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-12), and is a dependency of this service.
[2025-12-12T20:36:06.764470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-12T20:36:06.768842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-12T20:36:06.769125] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-12T20:36:06.769213] [INFO ] [MODE      ] Using multithreaded
[2025-12-12T20:36:06.769260] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-12T20:36:06.774519] [DEBUG] [REMOTE    ] Found 44 available forecast dates.
[2025-12-12T20:36:06.774761] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-15.txt'.
[2025-12-12T20:36:06.782152] [DEBUG] [REMOTE    ] Fetched 3595 signal forecasts for 2025-12-15.
[2025-12-12T20:36:06.817965] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-12T20:36:06.819255] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-12T20:36:06.819323] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-12T20:36:07.413711] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-12T20:36:07.424498] [INFO ] [MODE      ] Using multithreaded
[2025-12-12T20:36:07.424654] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-12T20:36:07.424731] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-12T20:36:07.432047] [DEBUG] [REMOTE    ] Found 44 available forecast dates.
[2025-12-12T20:36:07.432332] [INFO ] [main      ] Found available forecast date (2025-12-15).
[2025-12-12T20:36:07.432423] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-15.txt'.
[2025-12-12T20:36:07.440058] [DEBUG] [REMOTE    ] Fetched 3595 signal forecasts for 2025-12-15.
[2025-12-12T20:36:07.440350] [INFO ] [main      ] Fetched 3595 forecasts.
[2025-12-12T20:36:07.440672] [INFO ] [main      ] Found 415 high-confidence bullish forecasts (>= 90.0%).
[2025-12-12T20:36:07.440748] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 415 symbols
[2025-12-12T20:36:07.472365] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-12T20:36:07.472496] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-12T20:36:07.472731] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-12T20:36:07.472598] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-12T20:36:07.472824] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-12T20:36:07.472885] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-12T20:36:07.474848] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-12T20:36:07.475137] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-12T20:36:07.499762] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:07.499762] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:07.500843] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-12T20:36:07.500851] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-12T20:36:07.500910] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-12T20:36:07.500917] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-12T20:36:07.500953] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-12T20:36:07.500954] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-12T20:36:07.503091] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:07.503423] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:07.503511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:07.503422] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:07.503749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:07.504202] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-12T20:36:07.504291] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-12T20:36:07.504348] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-12T20:36:07.506818] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:07.506969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:07.506945] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:07.507894] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-12T20:36:07.507980] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-12T20:36:07.508049] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-12T20:36:07.510390] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:07.510541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:07.510563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:07.510585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:07.513298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:07.514147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:07.515088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:07.515326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:07.516898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:07.518795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:07.519546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:07.520016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:07.520257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:07.525507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:07.528760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:07.533513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:07.591759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:07.594174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:07.599061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:07.874744] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-12
[2025-12-12T20:36:07.885951] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-12
[2025-12-12T20:36:07.973207] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-12
[2025-12-12T20:36:07.997173] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-12
[2025-12-12T20:36:08.052258] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.066987] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.143344] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-12T20:36:08.143427] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.70% (Conf=56.2675%)
[2025-12-12T20:36:08.143784] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-12T20:36:08.143840] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-12T20:36:08.145717] [INFO ] [main      ] Progress: 1/415 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 52s. Rate: 85.12 forecasts/min
[2025-12-12T20:36:08.147088] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-12T20:36:08.147154] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=3.92% (Conf=72.8115%)
[2025-12-12T20:36:08.147645] [INFO ] [main      ] Progress: 2/415 forecasts completed (0.5%). GPRE finished in 0.7s. ETA: 2m 26s. Rate: 169.77 forecasts/min
[2025-12-12T20:36:08.147763] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-12T20:36:08.147813] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-12T20:36:08.147999] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.155563] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.156740] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-12T20:36:08.156797] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-12T20:36:08.156831] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-12T20:36:08.157852] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:08.157915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:08.159451] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.159706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:08.160399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:08.160430] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-12T20:36:08.160488] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-12T20:36:08.160520] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-12T20:36:08.160877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:08.161318] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:08.161335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:08.161378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:08.166136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:08.167188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:08.168232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:08.169992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:08.170735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.173207] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.214844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:08.216689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.230668] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-12T20:36:08.230746] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=4.77% (Conf=55.8827%)
[2025-12-12T20:36:08.231221] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-12T20:36:08.231279] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-12T20:36:08.232649] [INFO ] [main      ] Progress: 3/415 forecasts completed (0.7%). TSQ finished in 0.8s. ETA: 1m 49s. Rate: 227.32 forecasts/min
[2025-12-12T20:36:08.242745] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.243485] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-12T20:36:08.243535] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-12T20:36:08.243601] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-12T20:36:08.244348] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:08.244407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:08.249185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:08.251114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:08.251763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:08.252255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:08.253562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:08.254310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.298462] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-12T20:36:08.298548] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=0.61% (Conf=58.1949%)
[2025-12-12T20:36:08.298798] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-12T20:36:08.298849] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-12T20:36:08.300202] [INFO ] [main      ] Progress: 4/415 forecasts completed (1.0%). CCK finished in 0.8s. ETA: 1m 28s. Rate: 279.27 forecasts/min
[2025-12-12T20:36:08.310932] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.311810] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-12T20:36:08.311867] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-12T20:36:08.311901] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-12T20:36:08.312742] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:08.312803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:08.318101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:08.320176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:08.320768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:08.361775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.523931] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-12
[2025-12-12T20:36:08.576334] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-12
[2025-12-12T20:36:08.612850] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-12
[2025-12-12T20:36:08.701198] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.734639] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-12
[2025-12-12T20:36:08.759318] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.794804] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.810158] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-12T20:36:08.810226] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-11.95% (Conf=59.8362%)
[2025-12-12T20:36:08.810632] [INFO ] [main      ] Progress: 5/415 forecasts completed (1.2%). STEM finished in 0.7s. ETA: 1m 52s. Rate: 219.00 forecasts/min
[2025-12-12T20:36:08.810939] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-12T20:36:08.810981] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-12T20:36:08.823141] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.824116] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-12T20:36:08.824176] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-12T20:36:08.824208] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-12T20:36:08.825023] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:08.825083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:08.825981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:08.826851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:08.828165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:08.829607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:08.831330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.849722] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-12T20:36:08.849795] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-4.11% (Conf=53.3928%)
[2025-12-12T20:36:08.850487] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-12T20:36:08.850542] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-12T20:36:08.850656] [INFO ] [main      ] Progress: 6/415 forecasts completed (1.4%). CNK finished in 0.7s. ETA: 1m 36s. Rate: 255.35 forecasts/min
[2025-12-12T20:36:08.863136] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.865054] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-12T20:36:08.865111] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-12T20:36:08.865144] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-12T20:36:08.866189] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-12T20:36:08.866256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:08.868368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:08.869102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:08.869616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:08.875078] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-12T20:36:08.875145] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=6.52% (Conf=56.0096%)
[2025-12-12T20:36:08.875630] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-12T20:36:08.875683] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-12T20:36:08.875666] [INFO ] [main      ] Progress: 7/415 forecasts completed (1.7%). RRGB finished in 0.6s. ETA: 1m 24s. Rate: 292.71 forecasts/min
[2025-12-12T20:36:08.886432] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:08.887593] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-12T20:36:08.887648] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-12T20:36:08.887680] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-12T20:36:08.888491] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:08.888561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:08.889484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:08.890462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:08.893272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:08.920566] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:08.986316] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-12T20:36:08.986384] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.70% (Conf=51.3622%)
[2025-12-12T20:36:08.986967] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-12T20:36:08.987020] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-12T20:36:08.988663] [INFO ] [main      ] Progress: 8/415 forecasts completed (1.9%). SOJC finished in 0.7s. ETA: 1m 19s. Rate: 310.11 forecasts/min
[2025-12-12T20:36:08.993608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:08.994928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:08.995875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:08.999938] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:09.000840] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-12T20:36:09.000898] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-12T20:36:09.000932] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-12T20:36:09.001923] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:09.001983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:09.007564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:09.009843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:09.010419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:09.010871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:09.011670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.016631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:09.018122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:09.020162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:09.021418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:09.022129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.207079] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-12
[2025-12-12T20:36:09.254306] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-12
[2025-12-12T20:36:09.372641] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-12
[2025-12-12T20:36:09.381257] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-12
[2025-12-12T20:36:09.384205] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:09.425206] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:09.501392] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-12T20:36:09.501480] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-4.31% (Conf=60.1305%)
[2025-12-12T20:36:09.501718] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-12T20:36:09.501771] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-12T20:36:09.502949] [INFO ] [main      ] Progress: 9/415 forecasts completed (2.2%). AN finished in 0.7s. ETA: 1m 33s. Rate: 261.86 forecasts/min
[2025-12-12T20:36:09.505626] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-12T20:36:09.505712] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=1.97% (Conf=55.2775%)
[2025-12-12T20:36:09.506005] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-12T20:36:09.506055] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-12T20:36:09.506665] [INFO ] [main      ] Progress: 10/415 forecasts completed (2.4%). NKSH finished in 0.6s. ETA: 1m 24s. Rate: 290.44 forecasts/min
[2025-12-12T20:36:09.516057] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:09.517186] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-12T20:36:09.517254] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-12T20:36:09.517296] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-12T20:36:09.517885] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:09.518369] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:09.518668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:09.518679] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-12T20:36:09.518731] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-12T20:36:09.518957] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-12T20:36:09.520005] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:09.520065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:09.520880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:09.522547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:09.523358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.525085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:09.527358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:09.528121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:09.528623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:09.548924] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:09.581029] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:09.644663] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-12T20:36:09.644731] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.61% (Conf=53.6249%)
[2025-12-12T20:36:09.645180] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-12T20:36:09.645231] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-12T20:36:09.645662] [INFO ] [main      ] Progress: 11/415 forecasts completed (2.7%). VALE finished in 0.7s. ETA: 1m 21s. Rate: 299.34 forecasts/min
[2025-12-12T20:36:09.657039] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:09.657934] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-12T20:36:09.657986] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-12T20:36:09.658018] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-12T20:36:09.658862] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:09.658923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:09.662833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:09.663914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:09.665637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.665812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:09.666296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:09.666769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:09.669201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:09.670336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:09.671983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.672692] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-12T20:36:09.672760] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=1.38% (Conf=54.7349%)
[2025-12-12T20:36:09.673130] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-12T20:36:09.673183] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-12T20:36:09.674647] [INFO ] [main      ] Progress: 12/415 forecasts completed (2.9%). TFII finished in 0.8s. ETA: 1m 15s. Rate: 322.31 forecasts/min
[2025-12-12T20:36:09.684540] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:09.685520] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-12T20:36:09.685598] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-12T20:36:09.685635] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-12T20:36:09.686465] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:09.686527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:09.687288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:09.688210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:09.690126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:09.873987] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.014203] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.021473] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.047396] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.059265] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.102397] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-12T20:36:10.102464] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.61% (Conf=46.1078%)
[2025-12-12T20:36:10.102868] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-12T20:36:10.102921] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-12T20:36:10.103657] [INFO ] [main      ] Progress: 13/415 forecasts completed (3.1%). BFK finished in 0.6s. ETA: 1m 22s. Rate: 292.92 forecasts/min
[2025-12-12T20:36:10.115447] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.116540] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-12T20:36:10.116614] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-12T20:36:10.116646] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-12T20:36:10.117835] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:10.117899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:10.119658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:10.120218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:10.120905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:10.121312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:10.184076] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.198733] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.256075] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-12T20:36:10.256174] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=0.86% (Conf=55.629%)
[2025-12-12T20:36:10.256336] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-12T20:36:10.256380] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-12T20:36:10.257245] [INFO ] [main      ] Progress: 14/415 forecasts completed (3.4%). BBLG finished in 0.8s. ETA: 1m 21s. Rate: 298.25 forecasts/min
[2025-12-12T20:36:10.266265] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.268565] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.269448] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-12T20:36:10.269498] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-12T20:36:10.269533] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-12T20:36:10.270329] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:10.270390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:10.272083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:10.275614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:10.298297] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-12T20:36:10.298371] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=-1.05% (Conf=62.7871%)
[2025-12-12T20:36:10.298741] [INFO ] [main      ] Progress: 15/415 forecasts completed (3.6%). PFIS finished in 0.7s. ETA: 1m 16s. Rate: 314.91 forecasts/min
[2025-12-12T20:36:10.298876] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-12T20:36:10.298920] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-12T20:36:10.313176] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.314425] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-12T20:36:10.314480] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-12T20:36:10.314513] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-12T20:36:10.315634] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:10.315704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:10.322255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:10.324328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:10.324889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:10.325333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:10.326263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:10.326758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:10.328172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:10.330315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:10.393820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:10.395822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:10.397015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:10.401038] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-12T20:36:10.401106] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=72.4875%)
[2025-12-12T20:36:10.401611] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2025-12-12T20:36:10.401668] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2025-12-12T20:36:10.401670] [INFO ] [main      ] Progress: 16/415 forecasts completed (3.9%). IBM finished in 0.7s. ETA: 1m 14s. Rate: 324.23 forecasts/min
[2025-12-12T20:36:10.413432] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.414677] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2025-12-12T20:36:10.414731] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2025-12-12T20:36:10.414764] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2025-12-12T20:36:10.415611] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:10.415674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:10.421266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:10.422165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:10.424440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:10.429121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:10.449831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:10.454131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:10.455554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:10.471139] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.652245] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.675869] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.780542] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-12T20:36:10.780628] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=3.12% (Conf=52.8113%)
[2025-12-12T20:36:10.781213] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-12T20:36:10.781264] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-12T20:36:10.781645] [INFO ] [main      ] Progress: 17/415 forecasts completed (4.1%). VLO finished in 0.7s. ETA: 1m 18s. Rate: 305.31 forecasts/min
[2025-12-12T20:36:10.782562] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.793070] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.794095] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-12T20:36:10.794151] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-12T20:36:10.794183] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-12T20:36:10.795159] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:10.795216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:10.795966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:10.796716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:10.814610] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-12
[2025-12-12T20:36:10.851152] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.924314] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-12T20:36:10.924394] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=48.7917%)
[2025-12-12T20:36:10.924558] [INFO ] [main      ] Fetching symbol history for ECPG...
[2025-12-12T20:36:10.924840] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2025-12-12T20:36:10.925599] [INFO ] [main      ] Progress: 18/415 forecasts completed (4.3%). IEF finished in 0.6s. ETA: 1m 17s. Rate: 309.92 forecasts/min
[2025-12-12T20:36:10.937665] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:10.938676] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2025-12-12T20:36:10.938738] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2025-12-12T20:36:10.938770] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2025-12-12T20:36:10.939532] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:10.939611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:10.944349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:10.946125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:10.946629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:10.947361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:10.964190] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:10.983221] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:11.031357] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2025-12-12T20:36:11.031441] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=2.61% (Conf=61.7618%)
[2025-12-12T20:36:11.031805] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-12T20:36:11.031858] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-12T20:36:11.032662] [INFO ] [main      ] Progress: 19/415 forecasts completed (4.6%). BPYPM finished in 0.6s. ETA: 1m 15s. Rate: 317.38 forecasts/min
[2025-12-12T20:36:11.044204] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.045257] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-12T20:36:11.045317] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-12T20:36:11.045349] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-12T20:36:11.046173] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:11.046238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:11.051371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:11.053226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:11.053730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:11.054518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:11.055379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:11.056255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:11.059032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:11.059236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:11.059827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:11.060929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.063719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:11.064437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.100476] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-12T20:36:11.100547] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=1.27% (Conf=44.6423%)
[2025-12-12T20:36:11.100727] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-12T20:36:11.100772] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-12T20:36:11.103857] [INFO ] [main      ] Progress: 20/415 forecasts completed (4.8%). MSA finished in 0.8s. ETA: 1m 12s. Rate: 327.60 forecasts/min
[2025-12-12T20:36:11.113137] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.114271] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-12T20:36:11.114323] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-12T20:36:11.114355] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-12T20:36:11.115171] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:11.115240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:11.117190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:11.120288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:11.121699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:11.124559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.163708] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-12
[2025-12-12T20:36:11.346807] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:11.416247] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-12
[2025-12-12T20:36:11.417913] [DEBUG] [MAG       ] ECPG: Last date is validated at 2025-12-12
[2025-12-12T20:36:11.443305] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-12T20:36:11.443377] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=15.65% (Conf=48.8904%)
[2025-12-12T20:36:11.443772] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-12T20:36:11.443826] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-12T20:36:11.444655] [INFO ] [main      ] Progress: 21/415 forecasts completed (5.1%). LPSN finished in 0.7s. ETA: 1m 15s. Rate: 314.70 forecasts/min
[2025-12-12T20:36:11.456739] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.457662] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-12T20:36:11.457716] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-12T20:36:11.457746] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-12T20:36:11.458605] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:11.458669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:11.463779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:11.465689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:11.466213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:11.466702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:11.467616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:11.470391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:11.471201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:11.472922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.494358] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-12
[2025-12-12T20:36:11.590182] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:11.591261] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:11.671130] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:11.687802] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-12T20:36:11.687871] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=1.81% (Conf=68.3196%)
[2025-12-12T20:36:11.688242] [INFO ] [main      ] Fetching symbol history for BFIN...
[2025-12-12T20:36:11.688309] [DEBUG] [REMOTE    ] BFIN: Fetching historical data.
[2025-12-12T20:36:11.688285] [INFO ] [main      ] Progress: 22/415 forecasts completed (5.3%). BAM finished in 0.7s. ETA: 1m 16s. Rate: 310.77 forecasts/min
[2025-12-12T20:36:11.700434] [DEBUG] [REMOTE    ] BFIN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.700590] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2025-12-12T20:36:11.700657] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=51.1049%)
[2025-12-12T20:36:11.701020] [INFO ] [main      ] Progress: 23/415 forecasts completed (5.5%). ECPG finished in 0.8s. ETA: 1m 13s. Rate: 323.93 forecasts/min
[2025-12-12T20:36:11.701143] [INFO ] [main      ] Fetching symbol history for EPD...
[2025-12-12T20:36:11.701188] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2025-12-12T20:36:11.701442] [DEBUG] [LOCAL     ] Loaded configuration for BFIN: 5 features, N/A% accuracy
[2025-12-12T20:36:11.701495] [INFO ] [LOCAL     ] BFIN: Loaded 5 optimal features with 51.78% confidence from JSON config
[2025-12-12T20:36:11.701527] [DEBUG] [MAG       ] Building data for symbol: BFIN with lookback: 0
[2025-12-12T20:36:11.702381] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:11.702445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:11.704322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:11.704866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:11.705303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:11.714343] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.715265] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2025-12-12T20:36:11.715316] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2025-12-12T20:36:11.715348] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2025-12-12T20:36:11.716189] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:11.716253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:11.718021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:11.718547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:11.718968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:11.719770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:11.720716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:11.723658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:11.724392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.724511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:11.726352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:11.768393] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-12T20:36:11.768463] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=1.22% (Conf=52.0759%)
[2025-12-12T20:36:11.768862] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-12T20:36:11.768914] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-12T20:36:11.770680] [INFO ] [main      ] Progress: 24/415 forecasts completed (5.8%). KBWB finished in 0.7s. ETA: 1m 11s. Rate: 332.57 forecasts/min
[2025-12-12T20:36:11.781173] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:11.782349] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-12T20:36:11.782401] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-12T20:36:11.782432] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-12T20:36:11.783257] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-12T20:36:11.783323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:11.788276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:11.790389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:11.790992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:11.791451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:11.791925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:11.792814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:11.793715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:11.796387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:11.816502] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-12
[2025-12-12T20:36:11.916115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:11.918433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:11.960660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:11.962055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:11.993385] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.006190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:12.007167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:12.009284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:12.011894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.072481] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-12T20:36:12.072547] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.63% (Conf=57.6102%)
[2025-12-12T20:36:12.073239] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-12T20:36:12.073294] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-12T20:36:12.073669] [INFO ] [main      ] Progress: 25/415 forecasts completed (6.0%). LBTYK finished in 0.6s. ETA: 1m 12s. Rate: 323.77 forecasts/min
[2025-12-12T20:36:12.082178] [DEBUG] [MAG       ] BFIN: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.086008] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:12.087292] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-12T20:36:12.087344] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-12T20:36:12.087376] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-12T20:36:12.088211] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:12.088270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:12.089051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:12.091684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:12.093732] [DEBUG] [MAG       ] EPD: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.093875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.257436] [DEBUG] [MAG       ] BFIN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.289243] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.326666] [INFO ] [LOCAL     ] BFIN: Saved forecast.
[2025-12-12T20:36:12.326738] [INFO ] [main      ] BFIN: Signal=1 (Conf=100.0%), Magnitude=1.48% (Conf=51.7838%)
[2025-12-12T20:36:12.327121] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-12T20:36:12.327173] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-12T20:36:12.327660] [INFO ] [main      ] Progress: 26/415 forecasts completed (6.3%). BFIN finished in 0.6s. ETA: 1m 13s. Rate: 319.22 forecasts/min
[2025-12-12T20:36:12.339304] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:12.340241] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-12T20:36:12.340297] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-12T20:36:12.340329] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-12T20:36:12.341376] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:12.341449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:12.347230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:12.349288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:12.349783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:12.350207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:12.350998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:12.352770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:12.353518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.366035] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.376951] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2025-12-12T20:36:12.377017] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=-1.68% (Conf=44.1762%)
[2025-12-12T20:36:12.377380] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-12T20:36:12.377432] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-12T20:36:12.377630] [INFO ] [main      ] Progress: 27/415 forecasts completed (6.5%). EPD finished in 0.7s. ETA: 1m 11s. Rate: 328.15 forecasts/min
[2025-12-12T20:36:12.392122] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:12.393054] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-12T20:36:12.393107] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-12T20:36:12.393139] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-12T20:36:12.394132] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:12.394232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:12.399358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:12.401388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.449158] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.554677] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.639173] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.641176] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-12T20:36:12.641245] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-12T20:36:12.641588] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-12T20:36:12.641640] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-12T20:36:12.642402] [INFO ] [main      ] Progress: 28/415 forecasts completed (6.7%). BSMS finished in 0.9s. ETA: 1m 12s. Rate: 322.98 forecasts/min
[2025-12-12T20:36:12.655709] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:12.656779] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-12T20:36:12.656834] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-12T20:36:12.656866] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-12T20:36:12.657689] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:12.657749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:12.663015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.734443] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.734714] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-12T20:36:12.734786] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-2.00% (Conf=51.296%)
[2025-12-12T20:36:12.735316] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-12T20:36:12.735373] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-12T20:36:12.735667] [INFO ] [main      ] Progress: 29/415 forecasts completed (7.0%). FWRD finished in 0.7s. ETA: 1m 10s. Rate: 328.62 forecasts/min
[2025-12-12T20:36:12.747741] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:12.748805] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-12T20:36:12.748856] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-12T20:36:12.748887] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-12T20:36:12.749707] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:12.749764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:12.754631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:12.795965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:12.803515] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-12
[2025-12-12T20:36:12.913784] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:12.997612] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:13.015828] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-12T20:36:13.015897] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=48.6001%)
[2025-12-12T20:36:13.016287] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-12T20:36:13.016340] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-12T20:36:13.016664] [INFO ] [main      ] Progress: 30/415 forecasts completed (7.2%). AZN finished in 0.7s. ETA: 1m 12s. Rate: 322.82 forecasts/min
[2025-12-12T20:36:13.030373] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.031568] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-12T20:36:13.031681] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-12T20:36:13.031729] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-12T20:36:13.032819] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:13.032891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:13.033864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:13.038839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:13.040759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:13.041627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:13.042683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:13.044401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:13.045460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:13.046162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.066479] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-12T20:36:13.066548] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.46% (Conf=48.3171%)
[2025-12-12T20:36:13.066730] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-12T20:36:13.066774] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-12T20:36:13.069201] [INFO ] [main      ] Progress: 31/415 forecasts completed (7.5%). FCTE finished in 0.7s. ETA: 1m 10s. Rate: 330.47 forecasts/min
[2025-12-12T20:36:13.072719] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.079866] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.080773] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-12T20:36:13.080835] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-12T20:36:13.080867] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-12T20:36:13.081663] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:13.081723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:13.087265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:13.146063] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.211149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:13.226467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:13.228443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.241942] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:13.317533] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:13.384374] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-12T20:36:13.384441] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-2.76% (Conf=55.0682%)
[2025-12-12T20:36:13.384806] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-12T20:36:13.384858] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-12T20:36:13.385666] [INFO ] [main      ] Progress: 32/415 forecasts completed (7.7%). ONTO finished in 0.7s. ETA: 1m 11s. Rate: 322.97 forecasts/min
[2025-12-12T20:36:13.392991] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-12T20:36:13.393064] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=55.1319%)
[2025-12-12T20:36:13.393560] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-12T20:36:13.393632] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-12T20:36:13.393622] [INFO ] [main      ] Progress: 33/415 forecasts completed (8.0%). VTMX finished in 0.7s. ETA: 1m 9s. Rate: 332.62 forecasts/min
[2025-12-12T20:36:13.399727] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.400291] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.400836] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-12T20:36:13.400890] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-12T20:36:13.400923] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-12T20:36:13.401887] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:13.401951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:13.407125] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.407877] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-12T20:36:13.407934] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-12T20:36:13.407967] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-12T20:36:13.408957] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:13.409016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:13.410266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:13.407077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:13.411675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.413715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:13.414228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:13.414681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:13.417205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:13.420272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:13.441400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.584639] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:13.586435] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.698074] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-12T20:36:13.698144] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-7.62% (Conf=61.3435%)
[2025-12-12T20:36:13.698599] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-12T20:36:13.698654] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-12T20:36:13.698677] [INFO ] [main      ] Progress: 34/415 forecasts completed (8.2%). QBTS finished in 0.7s. ETA: 1m 10s. Rate: 325.99 forecasts/min
[2025-12-12T20:36:13.710959] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.712073] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-12T20:36:13.712129] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-12T20:36:13.712163] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-12T20:36:13.713071] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:13.713133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:13.715164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:13.715903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:13.716473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:13.768048] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:13.777532] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.834652] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-12
[2025-12-12T20:36:13.838153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.874497] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-12T20:36:13.874594] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=0.55% (Conf=42.4658%)
[2025-12-12T20:36:13.874793] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-12T20:36:13.874841] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-12T20:36:13.875839] [INFO ] [main      ] Progress: 35/415 forecasts completed (8.4%). ZM finished in 0.8s. ETA: 1m 10s. Rate: 326.34 forecasts/min
[2025-12-12T20:36:13.890947] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:13.891889] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-12T20:36:13.891943] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-12T20:36:13.891974] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-12T20:36:13.892852] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:13.892911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:13.893664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:13.894598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:13.959789] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.007115] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.045760] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-12T20:36:14.045828] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-3.76% (Conf=49.001%)
[2025-12-12T20:36:14.046166] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-12T20:36:14.046216] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-12T20:36:14.046673] [INFO ] [main      ] Progress: 36/415 forecasts completed (8.7%). SPRX finished in 0.7s. ETA: 1m 10s. Rate: 326.98 forecasts/min
[2025-12-12T20:36:14.059075] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.060029] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-12T20:36:14.060081] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-12T20:36:14.060113] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-12T20:36:14.061078] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:14.061137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:14.066082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:14.067944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:14.068478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:14.068887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:14.069758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.090003] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-12T20:36:14.090078] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=0.47% (Conf=47.1172%)
[2025-12-12T20:36:14.090443] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-12T20:36:14.090494] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-12T20:36:14.091306] [INFO ] [main      ] Progress: 37/415 forecasts completed (8.9%). OVLY finished in 0.7s. ETA: 1m 8s. Rate: 333.81 forecasts/min
[2025-12-12T20:36:14.101852] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.102905] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-12T20:36:14.102958] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-12T20:36:14.102989] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-12T20:36:14.103780] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:14.103838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:14.106241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.194708] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-12
[2025-12-12T20:36:14.254336] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-12
[2025-12-12T20:36:14.369506] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.424177] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-12
[2025-12-12T20:36:14.428770] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-12T20:36:14.428844] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=2.16% (Conf=56.7485%)
[2025-12-12T20:36:14.429263] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-12T20:36:14.429314] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-12T20:36:14.430665] [INFO ] [main      ] Progress: 38/415 forecasts completed (9.2%). IEP finished in 0.7s. ETA: 1m 9s. Rate: 326.19 forecasts/min
[2025-12-12T20:36:14.432388] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.442901] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.443994] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-12T20:36:14.444055] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-12T20:36:14.444087] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-12T20:36:14.444921] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:14.444982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:14.447120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:14.447633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:14.450235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:14.451661] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-12
[2025-12-12T20:36:14.505212] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-12T20:36:14.505282] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=59.1717%)
[2025-12-12T20:36:14.505447] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-12T20:36:14.505491] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-12T20:36:14.506641] [INFO ] [main      ] Progress: 39/415 forecasts completed (9.4%). INMD finished in 0.6s. ETA: 1m 8s. Rate: 331.17 forecasts/min
[2025-12-12T20:36:14.520800] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.522154] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-12T20:36:14.522220] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-12T20:36:14.522264] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-12T20:36:14.523426] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:14.523489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:14.526084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:14.526732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:14.527162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:14.528115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:14.567411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:14.569660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:14.572220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:14.576028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.598058] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.609080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:14.611340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:14.612384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.622246] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:14.664436] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-12T20:36:14.664509] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=41.6922%)
[2025-12-12T20:36:14.664886] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-12T20:36:14.664939] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-12T20:36:14.664959] [INFO ] [main      ] Progress: 40/415 forecasts completed (9.6%). ATLO finished in 0.6s. ETA: 1m 8s. Rate: 332.22 forecasts/min
[2025-12-12T20:36:14.680304] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.681432] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-12T20:36:14.681482] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-12T20:36:14.681513] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-12T20:36:14.682467] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:14.682527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:14.687338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:14.689130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:14.689652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:14.690063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:14.690685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:14.691342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.761085] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-12T20:36:14.761147] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=-0.35% (Conf=52.7504%)
[2025-12-12T20:36:14.761317] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-12T20:36:14.761360] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-12T20:36:14.761833] [INFO ] [main      ] Progress: 41/415 forecasts completed (9.9%). HUM finished in 0.7s. ETA: 1m 7s. Rate: 336.02 forecasts/min
[2025-12-12T20:36:14.773194] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:14.774316] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-12T20:36:14.774368] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-12T20:36:14.774399] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-12T20:36:14.775229] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:14.775290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:14.780219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:14.783340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:14.799192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:14.942051] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-12
[2025-12-12T20:36:14.972464] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.037242] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.121819] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.137623] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.162883] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.199096] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-12T20:36:15.199164] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=0.95% (Conf=70.8363%)
[2025-12-12T20:36:15.199509] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-12T20:36:15.199563] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-12T20:36:15.199657] [INFO ] [main      ] Progress: 42/415 forecasts completed (10.1%). ARLP finished in 0.7s. ETA: 1m 9s. Rate: 324.79 forecasts/min
[2025-12-12T20:36:15.215098] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.215992] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-12T20:36:15.216045] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-12T20:36:15.216076] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-12T20:36:15.217121] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:15.217179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:15.217591] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.222413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:15.223444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:15.232517] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-12T20:36:15.232602] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=11.36% (Conf=72.5113%)
[2025-12-12T20:36:15.233116] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-12T20:36:15.233177] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-12T20:36:15.234300] [INFO ] [main      ] Progress: 43/415 forecasts completed (10.4%). UPLD finished in 0.8s. ETA: 1m 7s. Rate: 331.05 forecasts/min
[2025-12-12T20:36:15.247025] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.247993] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-12T20:36:15.248046] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-12T20:36:15.248078] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-12T20:36:15.249121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:15.249191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:15.254915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:15.258002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:15.302383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:15.303709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:15.316731] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-12T20:36:15.316800] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=1.33% (Conf=55.4765%)
[2025-12-12T20:36:15.317138] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-12T20:36:15.317188] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-12T20:36:15.317663] [INFO ] [main      ] Progress: 44/415 forecasts completed (10.6%). CNS finished in 0.7s. ETA: 1m 6s. Rate: 335.16 forecasts/min
[2025-12-12T20:36:15.320882] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.330412] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.332427] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-12T20:36:15.332505] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-12T20:36:15.332549] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-12T20:36:15.333655] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:15.333734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:15.336666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:15.337335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:15.337941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:15.338957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:15.340159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:15.396367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:15.397710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:15.398366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:15.399997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:15.416616] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-12T20:36:15.416683] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=1.38% (Conf=57.7443%)
[2025-12-12T20:36:15.417250] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-12T20:36:15.417299] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-12T20:36:15.418668] [INFO ] [main      ] Progress: 45/415 forecasts completed (10.8%). BUD finished in 0.7s. ETA: 1m 6s. Rate: 338.44 forecasts/min
[2025-12-12T20:36:15.430107] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.431239] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-12T20:36:15.431289] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-12T20:36:15.431330] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-12T20:36:15.432154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:15.432215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:15.433979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:15.434482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:15.434950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:15.435837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:15.438608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:15.440275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:15.649769] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.659292] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.764217] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.797052] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-12
[2025-12-12T20:36:15.835096] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.839669] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.937418] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-12T20:36:15.937483] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=1.09% (Conf=53.8517%)
[2025-12-12T20:36:15.937826] [INFO ] [main      ] Progress: 46/415 forecasts completed (11.1%). HSIC finished in 0.7s. ETA: 1m 8s. Rate: 324.82 forecasts/min
[2025-12-12T20:36:15.937944] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-12T20:36:15.937987] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-12T20:36:15.938886] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-12T20:36:15.939161] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-5.32% (Conf=46.2614%)
[2025-12-12T20:36:15.939646] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-12T20:36:15.939713] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-12T20:36:15.940142] [INFO ] [main      ] Progress: 47/415 forecasts completed (11.3%). AI finished in 0.7s. ETA: 1m 7s. Rate: 331.79 forecasts/min
[2025-12-12T20:36:15.943284] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.950322] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.951256] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-12T20:36:15.951307] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-12T20:36:15.951340] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-12T20:36:15.952197] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:15.952451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:15.953378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:15.954718] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:15.955693] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-12T20:36:15.955751] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-12T20:36:15.955783] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-12T20:36:15.956782] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:36:15.975863] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:15.994946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:15.996098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:15.998958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.013460] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-12T20:36:16.013528] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=60.8079%)
[2025-12-12T20:36:16.013707] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-12T20:36:16.013753] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-12T20:36:16.015212] [INFO ] [main      ] Progress: 48/415 forecasts completed (11.6%). RMBI finished in 0.7s. ETA: 1m 6s. Rate: 335.88 forecasts/min
[2025-12-12T20:36:16.028596] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.029743] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-12T20:36:16.029795] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-12T20:36:16.029827] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-12T20:36:16.030646] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:16.030708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:16.035599] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-12T20:36:16.035667] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.56% (Conf=48.6561%)
[2025-12-12T20:36:16.035894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:16.035994] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-12T20:36:16.036044] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-12T20:36:16.036664] [INFO ] [main      ] Progress: 49/415 forecasts completed (11.8%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 342.03 forecasts/min
[2025-12-12T20:36:16.037972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:16.038450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:16.038901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:16.039798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:16.041477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:16.042407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.049351] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.050253] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-12T20:36:16.050309] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-12T20:36:16.050348] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-12T20:36:16.051153] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:16.051213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:16.051977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:16.053233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:16.053917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:16.054615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:16.056433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:16.058829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.320649] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-12
[2025-12-12T20:36:16.340516] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-12
[2025-12-12T20:36:16.401923] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-12
[2025-12-12T20:36:16.422914] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-12
[2025-12-12T20:36:16.511284] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:16.518749] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:16.572695] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-12T20:36:16.572765] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-3.67% (Conf=44.6694%)
[2025-12-12T20:36:16.573161] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-12T20:36:16.573213] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-12T20:36:16.574662] [INFO ] [main      ] Progress: 50/415 forecasts completed (12.0%). IZEA finished in 0.6s. ETA: 1m 7s. Rate: 328.45 forecasts/min
[2025-12-12T20:36:16.586085] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.587441] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-12T20:36:16.587508] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-12T20:36:16.587552] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-12T20:36:16.588393] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:16.588454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:16.589615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:16.592554] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-12T20:36:16.592644] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-19.57% (Conf=46.2138%)
[2025-12-12T20:36:16.593090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:16.593210] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-12T20:36:16.593600] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-12T20:36:16.593677] [INFO ] [main      ] Progress: 51/415 forecasts completed (12.3%). NTRB finished in 0.7s. ETA: 1m 5s. Rate: 334.32 forecasts/min
[2025-12-12T20:36:16.595274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:16.599468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:16.600252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:16.605539] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:16.605687] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:16.606552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.606702] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.608292] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-12T20:36:16.608349] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-12T20:36:16.608382] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-12T20:36:16.609183] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:16.609243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:16.614055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:16.615829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:16.616293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:16.617040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.673140] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-12T20:36:16.673214] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-4.23% (Conf=58.5049%)
[2025-12-12T20:36:16.673948] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-12T20:36:16.673999] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-12T20:36:16.674629] [INFO ] [main      ] Progress: 52/415 forecasts completed (12.5%). EVGO finished in 0.7s. ETA: 1m 4s. Rate: 337.89 forecasts/min
[2025-12-12T20:36:16.687283] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.688876] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-12T20:36:16.688929] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-12T20:36:16.688960] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-12T20:36:16.689795] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:16.689855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:16.690652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:16.696159] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-12T20:36:16.696224] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=57.798%)
[2025-12-12T20:36:16.696622] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-12T20:36:16.696673] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-12T20:36:16.696643] [INFO ] [main      ] Progress: 53/415 forecasts completed (12.8%). TSCO finished in 0.7s. ETA: 1m 3s. Rate: 343.57 forecasts/min
[2025-12-12T20:36:16.709770] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:16.710692] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-12T20:36:16.711068] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-12T20:36:16.711106] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-12T20:36:16.711941] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-12T20:36:16.712008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:16.713802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:16.714330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:16.714812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:16.715218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:16.757087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:16.758341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:16.760460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:16.762810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:16.764163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:16.767249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:16.768697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:16.769086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:16.770484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:16.771088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:16.772211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:16.772251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:16.772987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.778010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:16.977341] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-12
[2025-12-12T20:36:16.978612] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.134469] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.134510] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.154641] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.167699] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.255266] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-12T20:36:17.255335] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=2.34% (Conf=62.9905%)
[2025-12-12T20:36:17.255741] [INFO ] [main      ] Progress: 54/415 forecasts completed (13.0%). NVD finished in 0.7s. ETA: 1m 6s. Rate: 330.11 forecasts/min
[2025-12-12T20:36:17.255958] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-12T20:36:17.256006] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-12T20:36:17.267786] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.268718] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-12T20:36:17.268781] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-12T20:36:17.268813] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-12T20:36:17.269608] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:17.269681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:17.273597] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-12T20:36:17.273682] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=64.9657%)
[2025-12-12T20:36:17.274363] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-12T20:36:17.274417] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-12T20:36:17.274741] [INFO ] [main      ] Progress: 55/415 forecasts completed (13.3%). ANDE finished in 0.7s. ETA: 1m 4s. Rate: 335.57 forecasts/min
[2025-12-12T20:36:17.274519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:17.275825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:17.277188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:17.287263] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.288178] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-12T20:36:17.288232] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-12T20:36:17.288265] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-12T20:36:17.289113] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:17.289171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:17.294191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:17.295210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:17.295867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:17.297670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:17.319197] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.324271] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.398771] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-12T20:36:17.398842] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=-0.46% (Conf=30.9248%)
[2025-12-12T20:36:17.399223] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-12T20:36:17.399274] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-12T20:36:17.400637] [INFO ] [main      ] Progress: 56/415 forecasts completed (13.5%). UONE finished in 0.7s. ETA: 1m 4s. Rate: 337.36 forecasts/min
[2025-12-12T20:36:17.414310] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.415719] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-12T20:36:17.415808] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-12T20:36:17.415853] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-12T20:36:17.416752] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:17.416817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:17.422772] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-12T20:36:17.422843] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-0.79% (Conf=58.0805%)
[2025-12-12T20:36:17.422930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:17.423199] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-12T20:36:17.423251] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-12T20:36:17.423621] [INFO ] [main      ] Progress: 57/415 forecasts completed (13.7%). KNTK finished in 0.7s. ETA: 1m 3s. Rate: 342.59 forecasts/min
[2025-12-12T20:36:17.425393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:17.426021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:17.427333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:17.429974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:17.432079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:17.434667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:17.435608] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.436442] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-12T20:36:17.436495] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-12T20:36:17.436526] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-12T20:36:17.437346] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:17.437407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:17.439261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:17.439880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:17.440419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:17.441348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:17.528782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:17.623753] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.682896] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.796252] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.805988] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.862416] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:17.904429] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-12
[2025-12-12T20:36:17.965583] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-12T20:36:17.965653] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=-3.84% (Conf=54.7966%)
[2025-12-12T20:36:17.965974] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-12T20:36:17.966026] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-12T20:36:17.966866] [INFO ] [main      ] Progress: 58/415 forecasts completed (14.0%). CVNA finished in 0.7s. ETA: 1m 5s. Rate: 330.61 forecasts/min
[2025-12-12T20:36:17.977231] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-12T20:36:17.977298] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-0.29% (Conf=52.5969%)
[2025-12-12T20:36:17.977678] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-12T20:36:17.977735] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-12T20:36:17.978345] [INFO ] [main      ] Progress: 59/415 forecasts completed (14.2%). BELFB finished in 0.7s. ETA: 1m 4s. Rate: 335.94 forecasts/min
[2025-12-12T20:36:17.979540] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.980736] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-12T20:36:17.980786] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-12T20:36:17.980817] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-12T20:36:17.981602] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:17.981659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:17.983329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:17.983850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:17.989631] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:17.989730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:17.990725] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-12T20:36:17.990781] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-12T20:36:17.990813] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-12T20:36:17.991639] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:17.991714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:17.993444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:17.994022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:17.994434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:17.995257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:17.997728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.001312] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.081471] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-12T20:36:18.081541] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=74.5298%)
[2025-12-12T20:36:18.081992] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-12T20:36:18.082043] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-12T20:36:18.082661] [INFO ] [main      ] Progress: 60/415 forecasts completed (14.5%). NAVI finished in 0.7s. ETA: 1m 3s. Rate: 338.29 forecasts/min
[2025-12-12T20:36:18.091798] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.093265] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.094328] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-12T20:36:18.094378] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-12T20:36:18.094410] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-12T20:36:18.095223] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-12T20:36:18.095288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:18.100306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:18.101128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:18.188911] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-12T20:36:18.188979] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=52.0623%)
[2025-12-12T20:36:18.189358] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-12T20:36:18.189414] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-12T20:36:18.189655] [INFO ] [main      ] Progress: 61/415 forecasts completed (14.7%). BHRB finished in 0.8s. ETA: 1m 2s. Rate: 340.50 forecasts/min
[2025-12-12T20:36:18.202884] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.203970] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-12T20:36:18.204028] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-12T20:36:18.204059] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-12T20:36:18.204939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:18.205000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:18.206996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:18.207537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:18.208015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:18.209875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.214181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:18.254417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:18.272845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:18.274746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:18.275251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:18.276285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:18.277896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:18.278970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:18.279664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.352258] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-12
[2025-12-12T20:36:18.371524] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-12
[2025-12-12T20:36:18.531766] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.549090] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.588702] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-12
[2025-12-12T20:36:18.623015] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-12
[2025-12-12T20:36:18.640387] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-12T20:36:18.640456] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.63% (Conf=57.9358%)
[2025-12-12T20:36:18.640799] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-12T20:36:18.640851] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-12T20:36:18.641516] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-12T20:36:18.641589] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=60.823%)
[2025-12-12T20:36:18.641722] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-12T20:36:18.641714] [INFO ] [main      ] Progress: 62/415 forecasts completed (14.9%). CHH finished in 0.7s. ETA: 1m 4s. Rate: 332.12 forecasts/min
[2025-12-12T20:36:18.641773] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-12T20:36:18.641920] [INFO ] [main      ] Progress: 63/415 forecasts completed (15.2%). CFG finished in 0.7s. ETA: 1m 3s. Rate: 337.47 forecasts/min
[2025-12-12T20:36:18.653312] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.653389] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.655554] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-12T20:36:18.655624] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-12T20:36:18.655659] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-12T20:36:18.655722] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-12T20:36:18.655773] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-12T20:36:18.655805] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-12T20:36:18.656651] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-12T20:36:18.656720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:18.656747] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:18.656819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:18.657737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:18.658292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:18.659240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:18.661215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.662813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:18.665066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:18.665549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:18.666148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:18.666940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:18.715781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:18.764260] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.794563] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:18.797224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:18.797927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:18.799040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:18.801007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:18.802123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:18.802891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.845874] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-12T20:36:18.845940] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=3.02% (Conf=46.0898%)
[2025-12-12T20:36:18.846111] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-12T20:36:18.846157] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-12T20:36:18.846864] [INFO ] [main      ] Progress: 64/415 forecasts completed (15.4%). CCL finished in 0.7s. ETA: 1m 3s. Rate: 336.66 forecasts/min
[2025-12-12T20:36:18.858816] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.860306] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-12T20:36:18.860361] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-12T20:36:18.860392] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-12T20:36:18.861215] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:18.861276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:18.866076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:18.867846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:18.868342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:18.868836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:18.871246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:18.903656] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-12T20:36:18.903721] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=-3.45% (Conf=51.8501%)
[2025-12-12T20:36:18.904077] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-12T20:36:18.904126] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-12T20:36:18.904653] [INFO ] [main      ] Progress: 65/415 forecasts completed (15.7%). ASO finished in 0.8s. ETA: 1m 2s. Rate: 340.20 forecasts/min
[2025-12-12T20:36:18.909651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:18.910784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:18.912377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:18.915631] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:18.916670] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-12T20:36:18.916724] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-12T20:36:18.916755] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-12T20:36:18.917621] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:18.917680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:18.918845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:18.924560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:19.016074] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.152684] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.193053] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:19.262010] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.316379] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-12T20:36:19.316446] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=32.5049%)
[2025-12-12T20:36:19.316883] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-12T20:36:19.316935] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-12T20:36:19.317670] [INFO ] [main      ] Progress: 66/415 forecasts completed (15.9%). AVAL finished in 0.7s. ETA: 1m 3s. Rate: 333.42 forecasts/min
[2025-12-12T20:36:19.326876] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:19.331034] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:19.332205] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-12T20:36:19.332269] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-12T20:36:19.332304] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-12T20:36:19.333136] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:19.333197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:19.334990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:19.335528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:19.335962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:19.340443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:19.341781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:19.357177] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.404528] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-12T20:36:19.404613] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-4.98% (Conf=36.1082%)
[2025-12-12T20:36:19.404961] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-12T20:36:19.405011] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-12T20:36:19.405915] [INFO ] [main      ] Progress: 67/415 forecasts completed (16.1%). GEL finished in 0.8s. ETA: 1m 2s. Rate: 335.98 forecasts/min
[2025-12-12T20:36:19.417404] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:19.418456] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-12T20:36:19.418508] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-12T20:36:19.418543] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-12T20:36:19.419380] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:19.419442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:19.421805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:19.422322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:19.422796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:19.423197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:19.424288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:19.425975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:19.429958] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:19.526026] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-12T20:36:19.526095] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=3.29% (Conf=50.4812%)
[2025-12-12T20:36:19.526787] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-12T20:36:19.526841] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-12T20:36:19.527666] [INFO ] [main      ] Progress: 68/415 forecasts completed (16.4%). MBX finished in 0.6s. ETA: 1m 2s. Rate: 337.56 forecasts/min
[2025-12-12T20:36:19.536376] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:19.538826] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:19.539983] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-12T20:36:19.540051] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-12T20:36:19.540086] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-12T20:36:19.540925] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:19.540985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:19.545838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:19.548466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:19.603078] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-12T20:36:19.603147] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=45.9679%)
[2025-12-12T20:36:19.603524] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-12T20:36:19.603591] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-12T20:36:19.604638] [INFO ] [main      ] Progress: 69/415 forecasts completed (16.6%). NMAI finished in 0.8s. ETA: 1m 1s. Rate: 340.35 forecasts/min
[2025-12-12T20:36:19.615304] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:19.616130] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-12T20:36:19.616182] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-12T20:36:19.616213] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-12T20:36:19.617046] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:19.617105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:19.622343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:19.624105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:19.666309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:19.668332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:19.723416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:19.726517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:19.727714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:19.840988] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.867430] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-12
[2025-12-12T20:36:19.975872] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.019509] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.037402] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.078818] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-12T20:36:20.078890] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=61.5009%)
[2025-12-12T20:36:20.079525] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-12T20:36:20.079637] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-12T20:36:20.079623] [INFO ] [main      ] Progress: 70/415 forecasts completed (16.9%). KKRS finished in 0.8s. ETA: 1m 2s. Rate: 332.31 forecasts/min
[2025-12-12T20:36:20.091535] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.092756] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-12T20:36:20.092815] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-12T20:36:20.092848] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-12T20:36:20.093872] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:20.093931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:20.096404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:20.098476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.150785] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-12T20:36:20.150874] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=54.0567%)
[2025-12-12T20:36:20.151254] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-12T20:36:20.151309] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-12T20:36:20.151668] [INFO ] [main      ] Progress: 71/415 forecasts completed (17.1%). ASND finished in 0.7s. ETA: 1m 2s. Rate: 335.15 forecasts/min
[2025-12-12T20:36:20.153059] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.163222] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.163859] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.164465] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-12T20:36:20.164522] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-12T20:36:20.164556] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-12T20:36:20.165378] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:20.165444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:20.170556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:20.172523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:20.173058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:20.173870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:20.176306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:20.178045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:20.180958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:20.182173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:20.183879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.268322] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-12T20:36:20.268391] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=-3.45% (Conf=47.3298%)
[2025-12-12T20:36:20.268555] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-12T20:36:20.268841] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-12T20:36:20.269652] [INFO ] [main      ] Progress: 72/415 forecasts completed (17.3%). PVH finished in 0.7s. ETA: 1m 1s. Rate: 336.74 forecasts/min
[2025-12-12T20:36:20.281939] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.283149] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-12T20:36:20.283201] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-12T20:36:20.283234] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-12T20:36:20.284052] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:20.284115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:20.289213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:20.291087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:20.291588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:20.292046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:20.292451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:20.293713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.338098] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.421069] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-12T20:36:20.421135] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=49.7533%)
[2025-12-12T20:36:20.421465] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-12T20:36:20.421516] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-12T20:36:20.422594] [INFO ] [main      ] Progress: 73/415 forecasts completed (17.6%). CMRE finished in 0.9s. ETA: 1m 1s. Rate: 337.40 forecasts/min
[2025-12-12T20:36:20.435475] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.436643] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-12T20:36:20.436700] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-12T20:36:20.436732] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-12T20:36:20.437501] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:20.437561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:20.438475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:20.440133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:20.440995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:20.442556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:20.444747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.463170] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.577411] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.639420] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.666539] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.714303] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-12T20:36:20.714370] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-4.07% (Conf=54.425%)
[2025-12-12T20:36:20.714748] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-12T20:36:20.714804] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-12T20:36:20.715629] [INFO ] [main      ] Progress: 74/415 forecasts completed (17.8%). KURA finished in 0.6s. ETA: 1m 1s. Rate: 334.47 forecasts/min
[2025-12-12T20:36:20.726863] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.727798] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-12T20:36:20.727856] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-12T20:36:20.727889] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-12T20:36:20.728735] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:20.728794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:20.730567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:20.731153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.752066] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.803794] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-12
[2025-12-12T20:36:20.846401] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:20.895932] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-12T20:36:20.895998] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=56.7338%)
[2025-12-12T20:36:20.896369] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-12T20:36:20.896419] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-12T20:36:20.897638] [INFO ] [main      ] Progress: 75/415 forecasts completed (18.1%). ADP finished in 0.7s. ETA: 1m 1s. Rate: 334.40 forecasts/min
[2025-12-12T20:36:20.908140] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:20.909336] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-12T20:36:20.909389] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-12T20:36:20.909420] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-12T20:36:20.910283] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:20.910343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:20.912129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:20.912664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:20.913058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:20.914032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:20.981458] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:21.083818] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-12T20:36:21.083888] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=63.9644%)
[2025-12-12T20:36:21.084252] [INFO ] [main      ] Progress: 76/415 forecasts completed (18.3%). PDP finished in 0.7s. ETA: 1m 1s. Rate: 334.23 forecasts/min
[2025-12-12T20:36:21.084390] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-12T20:36:21.084433] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-12T20:36:21.085470] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-12T20:36:21.085538] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=52.3278%)
[2025-12-12T20:36:21.085950] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-12T20:36:21.085952] [INFO ] [main      ] Progress: 77/415 forecasts completed (18.6%). AZO finished in 0.8s. ETA: 59.9s. Rate: 338.58 forecasts/min
[2025-12-12T20:36:21.086006] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-12T20:36:21.095550] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.096685] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.097836] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-12T20:36:21.097891] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-12T20:36:21.097924] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-12T20:36:21.097974] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.098767] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:21.098831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:21.098872] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-12T20:36:21.098937] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-12T20:36:21.098970] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-12T20:36:21.099775] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:21.099836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:21.104180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:21.105281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:21.106297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:21.106363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:21.107070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:21.107481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:21.108415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:21.108991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.110940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:21.111796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.273238] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:21.279032] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.342542] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-12T20:36:21.342631] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=47.8687%)
[2025-12-12T20:36:21.342979] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-12T20:36:21.343029] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-12T20:36:21.344660] [INFO ] [main      ] Progress: 78/415 forecasts completed (18.8%). CARS finished in 0.6s. ETA: 1m 0s. Rate: 336.60 forecasts/min
[2025-12-12T20:36:21.357298] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.358647] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-12T20:36:21.358700] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-12T20:36:21.358733] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-12T20:36:21.359780] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:21.359844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:21.360844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:21.362191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:21.364694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:21.366750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:21.367460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:21.368666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:21.371097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.460107] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:21.460269] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.464054] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.522605] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-12T20:36:21.522675] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=46.1844%)
[2025-12-12T20:36:21.523054] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-12T20:36:21.523109] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-12T20:36:21.523657] [INFO ] [main      ] Progress: 79/415 forecasts completed (19.0%). TDSC finished in 0.6s. ETA: 59.9s. Rate: 336.58 forecasts/min
[2025-12-12T20:36:21.536123] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.537194] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-12T20:36:21.537249] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-12T20:36:21.537280] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-12T20:36:21.538168] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:21.538234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:21.543615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:21.585711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:21.588654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.632055] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:21.640333] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:21.696673] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-12T20:36:21.696747] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-12T20:36:21.697176] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-12T20:36:21.697227] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-12T20:36:21.697654] [INFO ] [main      ] Progress: 80/415 forecasts completed (19.3%). PHK finished in 0.6s. ETA: 59.7s. Rate: 336.68 forecasts/min
[2025-12-12T20:36:21.709397] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.710437] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-12T20:36:21.710490] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-12T20:36:21.710522] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-12T20:36:21.711357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:21.711423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:21.713281] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-12T20:36:21.713348] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=73.6211%)
[2025-12-12T20:36:21.713753] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-12T20:36:21.713814] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-12T20:36:21.714634] [INFO ] [main      ] Progress: 81/415 forecasts completed (19.5%). GPIX finished in 0.6s. ETA: 58.9s. Rate: 340.48 forecasts/min
[2025-12-12T20:36:21.717200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:21.719049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:21.719541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:21.720000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:21.720812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:21.722724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:21.724737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:21.726345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.729973] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:21.731275] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-12T20:36:21.731344] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-12T20:36:21.731391] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-12T20:36:21.732511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:21.732614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:21.739809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:21.743090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:21.743768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:21.744313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:21.748957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:21.750408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:21.778106] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.947348] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-12
[2025-12-12T20:36:21.953981] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.022668] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-12T20:36:22.022740] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=49.0143%)
[2025-12-12T20:36:22.023089] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-12T20:36:22.023140] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-12T20:36:22.024189] [INFO ] [main      ] Progress: 82/415 forecasts completed (19.8%). BHC finished in 0.7s. ETA: 59.2s. Rate: 337.37 forecasts/min
[2025-12-12T20:36:22.035882] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.037107] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-12T20:36:22.037163] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-12T20:36:22.037196] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-12T20:36:22.038022] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:22.038082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:22.043495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:22.076367] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.086547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.106359] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.128345] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.210782] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-12T20:36:22.210851] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=70.2555%)
[2025-12-12T20:36:22.211391] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-12T20:36:22.211449] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-12T20:36:22.211666] [INFO ] [main      ] Progress: 83/415 forecasts completed (20.0%). ISSC finished in 0.7s. ETA: 59.1s. Rate: 337.15 forecasts/min
[2025-12-12T20:36:22.224786] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.226163] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-12T20:36:22.226222] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-12T20:36:22.226257] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-12T20:36:22.227085] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:22.227145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:22.232260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:22.234179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:22.234699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:22.235094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.250206] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.279782] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.343730] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-12T20:36:22.343799] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=42.0612%)
[2025-12-12T20:36:22.344150] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-12T20:36:22.344202] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-12T20:36:22.344631] [INFO ] [main      ] Progress: 84/415 forecasts completed (20.2%). DOUG finished in 0.6s. ETA: 58.7s. Rate: 338.17 forecasts/min
[2025-12-12T20:36:22.356672] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.357972] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-12T20:36:22.357993] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-12T20:36:22.358061] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=48.0086%)
[2025-12-12T20:36:22.358227] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-12T20:36:22.358271] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-12T20:36:22.358026] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-12T20:36:22.358382] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-12T20:36:22.359362] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:22.359420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:22.360661] [INFO ] [main      ] Progress: 85/415 forecasts completed (20.5%). BSX finished in 0.7s. ETA: 57.9s. Rate: 341.83 forecasts/min
[2025-12-12T20:36:22.365219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:22.367630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:22.368373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:22.368832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:22.369224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.372902] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.374260] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-12T20:36:22.374318] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-12T20:36:22.374352] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-12T20:36:22.375368] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:22.375442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:22.380972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:22.382781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:22.383282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:22.383688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:22.386301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:22.387491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:22.388685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.451083] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.602337] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.634229] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.702089] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-12T20:36:22.702169] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=53.3323%)
[2025-12-12T20:36:22.702506] [INFO ] [main      ] Fetching symbol history for TTEC...
[2025-12-12T20:36:22.702558] [DEBUG] [REMOTE    ] TTEC: Fetching historical data.
[2025-12-12T20:36:22.703530] [INFO ] [main      ] Progress: 86/415 forecasts completed (20.7%). NXE finished in 0.7s. ETA: 58.4s. Rate: 338.08 forecasts/min
[2025-12-12T20:36:22.715000] [DEBUG] [REMOTE    ] TTEC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.716082] [DEBUG] [LOCAL     ] Loaded configuration for TTEC: 9 features, N/A% accuracy
[2025-12-12T20:36:22.716133] [INFO ] [LOCAL     ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config
[2025-12-12T20:36:22.716167] [DEBUG] [MAG       ] Building data for symbol: TTEC with lookback: 0
[2025-12-12T20:36:22.717066] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:22.717142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:22.718992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:22.719515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:22.719970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:22.721729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:22.722741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:22.723462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:22.725511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:22.728453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:22.729370] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.729551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.743488] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-12
[2025-12-12T20:36:22.781930] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.848529] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-12T20:36:22.848619] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=49.2561%)
[2025-12-12T20:36:22.849279] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-12T20:36:22.849329] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-12T20:36:22.849667] [INFO ] [main      ] Progress: 87/415 forecasts completed (21.0%). TMCI finished in 0.6s. ETA: 58.1s. Rate: 338.77 forecasts/min
[2025-12-12T20:36:22.862090] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.862933] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-12T20:36:22.862992] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-12T20:36:22.863036] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-12T20:36:22.863855] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:22.863915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:22.864657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:22.867079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:22.867800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:22.871315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:22.873045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:22.905565] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.920769] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:22.975558] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-12T20:36:22.975641] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=44.465%)
[2025-12-12T20:36:22.976008] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-12T20:36:22.976059] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-12T20:36:22.976669] [INFO ] [main      ] Progress: 88/415 forecasts completed (21.2%). DVAX finished in 0.6s. ETA: 57.7s. Rate: 339.86 forecasts/min
[2025-12-12T20:36:22.988648] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:22.989889] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-12T20:36:22.989958] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-12T20:36:22.989989] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-12T20:36:22.990794] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:22.990852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:22.996051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:22.997905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:22.998587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:22.998979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.024879] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-12T20:36:23.025105] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=56.334%)
[2025-12-12T20:36:23.025825] [INFO ] [main      ] Progress: 89/415 forecasts completed (21.4%). CECO finished in 0.7s. ETA: 57.1s. Rate: 342.64 forecasts/min
[2025-12-12T20:36:23.026211] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-12T20:36:23.026257] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-12T20:36:23.038417] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:23.039602] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-12T20:36:23.039662] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-12T20:36:23.039694] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-12T20:36:23.040591] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:23.040656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:23.046284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:23.048453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:23.049162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:23.049569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:23.050385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:23.051210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:23.102136] [DEBUG] [MAG       ] TTEC: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.169836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:23.211601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:23.215055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.231755] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.284745] [DEBUG] [MAG       ] TTEC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:23.351027] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.357979] [INFO ] [LOCAL     ] TTEC: Saved forecast.
[2025-12-12T20:36:23.358055] [INFO ] [main      ] TTEC: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=54.9101%)
[2025-12-12T20:36:23.358411] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-12T20:36:23.358463] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-12T20:36:23.359661] [INFO ] [main      ] Progress: 90/415 forecasts completed (21.7%). TTEC finished in 0.7s. ETA: 57.5s. Rate: 339.22 forecasts/min
[2025-12-12T20:36:23.374631] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:23.375933] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-12T20:36:23.376008] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-12T20:36:23.376054] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-12T20:36:23.377044] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:23.377105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:23.422759] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:23.503702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:23.505131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.517296] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-12T20:36:23.517367] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=57.2769%)
[2025-12-12T20:36:23.517752] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-12T20:36:23.517804] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-12T20:36:23.518594] [INFO ] [main      ] Progress: 91/415 forecasts completed (21.9%). NATL finished in 0.7s. ETA: 57.2s. Rate: 339.60 forecasts/min
[2025-12-12T20:36:23.532644] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:23.533568] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-12T20:36:23.533646] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-12T20:36:23.533678] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-12T20:36:23.533954] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:23.534787] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:23.534853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:23.540620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:23.542825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:23.543520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:23.544172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:23.546653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:23.548368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:23.549484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.593788] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.598451] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-12T20:36:23.598518] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=2.19% (Conf=62.9904%)
[2025-12-12T20:36:23.598889] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-12T20:36:23.598940] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-12T20:36:23.600128] [INFO ] [main      ] Progress: 92/415 forecasts completed (22.2%). VTEX finished in 0.6s. ETA: 56.7s. Rate: 341.60 forecasts/min
[2025-12-12T20:36:23.611940] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:23.613271] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-12T20:36:23.613330] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-12T20:36:23.613360] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-12T20:36:23.614344] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:23.614401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:23.619236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:23.620520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:23.621534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.781919] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:23.894046] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.918713] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-12
[2025-12-12T20:36:23.940498] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-12T20:36:23.940564] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-6.76% (Conf=58.5888%)
[2025-12-12T20:36:23.940970] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-12T20:36:23.941023] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-12T20:36:23.942675] [INFO ] [main      ] Progress: 93/415 forecasts completed (22.4%). HIFS finished in 0.9s. ETA: 57.1s. Rate: 338.14 forecasts/min
[2025-12-12T20:36:23.954668] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:23.955662] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-12T20:36:23.955713] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-12T20:36:23.955745] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-12T20:36:23.956512] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:23.956570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:23.957336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:23.958280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:23.959059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:23.977871] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-12
[2025-12-12T20:36:24.072044] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.110948] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.161240] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.162288] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-12T20:36:24.162371] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=58.6856%)
[2025-12-12T20:36:24.162818] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2025-12-12T20:36:24.162881] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2025-12-12T20:36:24.164655] [INFO ] [main      ] Progress: 94/415 forecasts completed (22.7%). HPE finished in 0.8s. ETA: 57.1s. Rate: 337.24 forecasts/min
[2025-12-12T20:36:24.175020] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.176482] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2025-12-12T20:36:24.176539] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2025-12-12T20:36:24.176589] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2025-12-12T20:36:24.177378] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:24.177440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:24.223929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:24.224922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:24.228961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:24.243749] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-12T20:36:24.243817] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=39.2888%)
[2025-12-12T20:36:24.243989] [INFO ] [main      ] Fetching symbol history for NUVL...
[2025-12-12T20:36:24.244035] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2025-12-12T20:36:24.245659] [INFO ] [main      ] Progress: 95/415 forecasts completed (22.9%). MSGS finished in 0.7s. ETA: 56.6s. Rate: 339.19 forecasts/min
[2025-12-12T20:36:24.258114] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.261538] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2025-12-12T20:36:24.261616] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2025-12-12T20:36:24.261649] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2025-12-12T20:36:24.262476] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:24.262537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:24.263300] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-12T20:36:24.263376] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=46.2187%)
[2025-12-12T20:36:24.263742] [INFO ] [main      ] Fetching symbol history for ATRO...
[2025-12-12T20:36:24.263794] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2025-12-12T20:36:24.264283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:24.264612] [INFO ] [main      ] Progress: 96/415 forecasts completed (23.1%). BJ finished in 0.7s. ETA: 55.9s. Rate: 342.37 forecasts/min
[2025-12-12T20:36:24.265267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:24.265828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:24.266225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:24.267203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:24.275999] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.277015] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2025-12-12T20:36:24.277088] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2025-12-12T20:36:24.277134] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2025-12-12T20:36:24.277961] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:24.278021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:24.283277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:24.284331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:24.312258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:24.324945] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-12
[2025-12-12T20:36:24.373722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:24.508346] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.575016] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2025-12-12
[2025-12-12T20:36:24.606214] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-12T20:36:24.606281] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=61.0506%)
[2025-12-12T20:36:24.606659] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-12T20:36:24.606710] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-12T20:36:24.606776] [INFO ] [main      ] Progress: 97/415 forecasts completed (23.4%). BLBD finished in 0.7s. ETA: 56.3s. Rate: 339.04 forecasts/min
[2025-12-12T20:36:24.618972] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.619898] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-12T20:36:24.619973] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-12T20:36:24.620006] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-12T20:36:24.620875] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:24.620950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:24.626266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:24.628326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:24.637333] [DEBUG] [MAG       ] ATRO: Last date is validated at 2025-12-12
[2025-12-12T20:36:24.679071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:24.680006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:24.681396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:24.746552] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.752263] [DEBUG] [MAG       ] NUVL: Last date is validated at 2025-12-12
[2025-12-12T20:36:24.802125] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2025-12-12T20:36:24.802201] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=56.4549%)
[2025-12-12T20:36:24.802365] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-12T20:36:24.802410] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-12T20:36:24.803680] [INFO ] [main      ] Progress: 98/415 forecasts completed (23.6%). AGNCL finished in 0.6s. ETA: 56.2s. Rate: 338.65 forecasts/min
[2025-12-12T20:36:24.809041] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.814959] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.815841] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-12T20:36:24.815898] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-12T20:36:24.815931] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-12T20:36:24.816759] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-12T20:36:24.816855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:24.822112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:24.823999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:24.824495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:24.824972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:24.825387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:24.826162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:24.827009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:24.829549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:24.898338] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2025-12-12T20:36:24.898413] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=61.5086%)
[2025-12-12T20:36:24.898742] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-12T20:36:24.898792] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-12T20:36:24.899633] [INFO ] [main      ] Progress: 99/415 forecasts completed (23.9%). ATRO finished in 0.6s. ETA: 55.7s. Rate: 340.23 forecasts/min
[2025-12-12T20:36:24.911506] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:24.912528] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-12T20:36:24.912595] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-12T20:36:24.912628] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-12T20:36:24.913404] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:24.913465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:24.918296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:24.920276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:24.920830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:24.921742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:24.924225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:24.925845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:24.937710] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:24.945965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:24.948125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:24.988794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:24.990116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:25.032189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:25.033348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:25.034702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:25.038045] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.060964] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2025-12-12T20:36:25.061036] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=56.8748%)
[2025-12-12T20:36:25.061417] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-12T20:36:25.061478] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-12T20:36:25.061683] [INFO ] [main      ] Progress: 100/415 forecasts completed (24.1%). NUVL finished in 0.8s. ETA: 55.5s. Rate: 340.51 forecasts/min
[2025-12-12T20:36:25.075325] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:25.076234] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-12T20:36:25.076303] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-12T20:36:25.076352] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-12T20:36:25.077215] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:25.077278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:25.079101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:25.079652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:25.080206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:25.084927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:25.087375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:25.112885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:25.113950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:25.115866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:25.118829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:25.120040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:25.122252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:25.123065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:25.127646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:25.128932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:25.130426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:25.132154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:25.135290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:25.136070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:25.136835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:25.139082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:25.140302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:25.141086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:25.141870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-12T20:36:25.142669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:25.145844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:25.147937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:25.150808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:25.153209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:25.157309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:25.176133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:25.177628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:25.179529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:25.180358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:25.182230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:25.184132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:25.185157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:25.186478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:25.188768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:25.190918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:25.192852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:25.212924] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:25.314452] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.408499] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-12T20:36:25.408586] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=47.1878%)
[2025-12-12T20:36:25.408943] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-12T20:36:25.408996] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-12T20:36:25.410656] [INFO ] [main      ] Progress: 101/415 forecasts completed (24.3%). APLD finished in 0.8s. ETA: 55.9s. Rate: 337.23 forecasts/min
[2025-12-12T20:36:25.422624] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:25.423564] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-12T20:36:25.423636] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-12T20:36:25.423668] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-12T20:36:25.424433] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:25.424489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:25.466036] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.466412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:25.488720] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:25.556974] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.595784] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-12T20:36:25.595860] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=70.1827%)
[2025-12-12T20:36:25.596215] [INFO ] [main      ] Progress: 102/415 forecasts completed (24.6%). NFLX finished in 0.7s. ETA: 55.7s. Rate: 337.09 forecasts/min
[2025-12-12T20:36:25.596349] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-12T20:36:25.596391] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-12T20:36:25.612591] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:25.613959] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-12T20:36:25.614011] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-12T20:36:25.614043] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-12T20:36:25.614854] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:36:25.661359] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:25.740513] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-12T20:36:25.740608] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=47.8543%)
[2025-12-12T20:36:25.741021] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-12T20:36:25.741074] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-12T20:36:25.741645] [INFO ] [main      ] Progress: 103/415 forecasts completed (24.8%). FIGS finished in 0.7s. ETA: 55.4s. Rate: 337.69 forecasts/min
[2025-12-12T20:36:25.754898] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:25.756083] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-12T20:36:25.756144] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-12T20:36:25.757925] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:25.756176] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-12T20:36:25.759812] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:25.759881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:25.763095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:25.822713] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.966088] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-12
[2025-12-12T20:36:25.997687] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.047514] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-12T20:36:26.047605] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-12T20:36:26.048041] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-12T20:36:26.048101] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-12T20:36:26.048655] [INFO ] [main      ] Progress: 104/415 forecasts completed (25.1%). TBIL finished in 1.2s. ETA: 55.6s. Rate: 335.34 forecasts/min
[2025-12-12T20:36:26.062347] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.063726] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-12T20:36:26.063786] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-12T20:36:26.063821] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-12T20:36:26.064844] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:26.064909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:26.067269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:26.067857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:26.068297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:26.069245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:26.117205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.142435] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.142939] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-12T20:36:26.143018] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-4.67% (Conf=52.7203%)
[2025-12-12T20:36:26.143375] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-12T20:36:26.143425] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-12T20:36:26.144635] [INFO ] [main      ] Progress: 105/415 forecasts completed (25.3%). LII finished in 0.7s. ETA: 55.2s. Rate: 336.83 forecasts/min
[2025-12-12T20:36:26.155346] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.156360] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-12T20:36:26.156411] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-12T20:36:26.156442] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-12T20:36:26.157444] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:26.157506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:26.159405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:26.159990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:26.160447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:26.160869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:26.162373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:26.165688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:26.166810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:26.168648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.185711] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-12
[2025-12-12T20:36:26.208728] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-12T20:36:26.208793] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=44.9433%)
[2025-12-12T20:36:26.209331] [INFO ] [main      ] Progress: 106/415 forecasts completed (25.5%). AFYA finished in 0.6s. ETA: 54.7s. Rate: 338.87 forecasts/min
[2025-12-12T20:36:26.209467] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-12T20:36:26.209509] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-12T20:36:26.221280] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.222593] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-12T20:36:26.222644] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-12T20:36:26.222676] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-12T20:36:26.223623] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:26.223683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:26.228970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:26.230966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:26.231447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:26.231858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:26.234835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:26.235454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.365796] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.438362] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-12T20:36:26.438436] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=55.6418%)
[2025-12-12T20:36:26.438822] [INFO ] [main      ] Progress: 107/415 forecasts completed (25.8%). AES finished in 0.7s. ETA: 54.7s. Rate: 337.93 forecasts/min
[2025-12-12T20:36:26.438955] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-12T20:36:26.438997] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-12T20:36:26.451619] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.452910] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-12T20:36:26.452965] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-12T20:36:26.452997] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-12T20:36:26.455075] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:26.455158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:26.458996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:26.459588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:26.459995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:26.461566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:26.463312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.482933] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-12
[2025-12-12T20:36:26.519192] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-12
[2025-12-12T20:36:26.587880] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-12
[2025-12-12T20:36:26.655596] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.694520] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.718062] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-12T20:36:26.718136] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=55.8641%)
[2025-12-12T20:36:26.718563] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-12T20:36:26.718648] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-12T20:36:26.719674] [INFO ] [main      ] Progress: 108/415 forecasts completed (26.0%). GBAB finished in 0.7s. ETA: 54.8s. Rate: 336.12 forecasts/min
[2025-12-12T20:36:26.732834] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.733964] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-12T20:36:26.734216] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-12T20:36:26.734250] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-12T20:36:26.735085] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:26.735146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:26.740710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:26.759448] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:26.764371] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-12T20:36:26.764439] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=58.3957%)
[2025-12-12T20:36:26.764836] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-12T20:36:26.764882] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-12T20:36:26.766663] [INFO ] [main      ] Progress: 109/415 forecasts completed (26.3%). GECC finished in 0.6s. ETA: 54.3s. Rate: 338.41 forecasts/min
[2025-12-12T20:36:26.776758] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.778529] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-12T20:36:26.778602] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-12T20:36:26.778636] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-12T20:36:26.779538] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:26.779626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:26.784806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:26.786628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:26.787104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:26.787490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:26.798360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:26.799533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:26.802135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:26.804598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.823043] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-12
[2025-12-12T20:36:26.826038] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-12T20:36:26.826106] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=68.7642%)
[2025-12-12T20:36:26.826269] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-12T20:36:26.826312] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-12T20:36:26.826426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:26.828670] [INFO ] [main      ] Progress: 110/415 forecasts completed (26.5%). CELZ finished in 0.6s. ETA: 53.8s. Rate: 340.42 forecasts/min
[2025-12-12T20:36:26.838463] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:26.839599] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-12T20:36:26.839651] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-12T20:36:26.839682] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-12T20:36:26.840500] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:26.840560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:26.841433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:26.842638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:26.877355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:26.878249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:26.879209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:26.884849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:26.893819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:26.898404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:26.899925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.007542] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:27.166086] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-12T20:36:27.166154] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=59.5514%)
[2025-12-12T20:36:27.166530] [INFO ] [main      ] Progress: 111/415 forecasts completed (26.7%). ALGN finished in 0.7s. ETA: 54.0s. Rate: 337.63 forecasts/min
[2025-12-12T20:36:27.166678] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-12T20:36:27.166724] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-12T20:36:27.170738] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.178650] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:27.180543] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-12T20:36:27.180614] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-12T20:36:27.180647] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-12T20:36:27.181660] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:27.181721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:27.186939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:27.188812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:27.189436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:27.189897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:27.190314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:27.191459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:27.194036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:27.195526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.229651] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.245035] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.345436] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:27.397863] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:27.413142] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:27.413963] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-12T20:36:27.414027] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=60.5064%)
[2025-12-12T20:36:27.414386] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-12T20:36:27.414435] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-12T20:36:27.415650] [INFO ] [main      ] Progress: 112/415 forecasts completed (27.0%). CDXS finished in 0.7s. ETA: 54.0s. Rate: 336.42 forecasts/min
[2025-12-12T20:36:27.426295] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:27.427238] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-12T20:36:27.427293] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-12T20:36:27.427333] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-12T20:36:27.428163] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:27.428221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:27.429090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:27.430378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:27.432168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:27.432876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.477860] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-12T20:36:27.477936] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=51.6858%)
[2025-12-12T20:36:27.478393] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-12T20:36:27.478444] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-12T20:36:27.478668] [INFO ] [main      ] Progress: 113/415 forecasts completed (27.2%). ROE finished in 0.7s. ETA: 53.6s. Rate: 338.36 forecasts/min
[2025-12-12T20:36:27.491748] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:27.492652] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-12T20:36:27.492708] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-12T20:36:27.492739] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-12T20:36:27.493701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:27.493759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:27.494622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:27.497230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:27.497935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.530862] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-12T20:36:27.530930] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=47.8253%)
[2025-12-12T20:36:27.531290] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-12T20:36:27.531341] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-12T20:36:27.532658] [INFO ] [main      ] Progress: 114/415 forecasts completed (27.5%). AAP finished in 0.7s. ETA: 53.0s. Rate: 340.44 forecasts/min
[2025-12-12T20:36:27.543511] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:27.544556] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-12T20:36:27.544623] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-12T20:36:27.544659] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-12T20:36:27.545594] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:27.545654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:27.550632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:27.552620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:27.553322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:27.553786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:27.553733] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.554209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:27.594824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:27.595497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:27.596502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.745177] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:27.798788] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.808696] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-12T20:36:27.808762] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-12T20:36:27.808946] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-12T20:36:27.808998] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-12T20:36:27.809867] [INFO ] [main      ] Progress: 115/415 forecasts completed (27.7%). BSJS finished in 0.6s. ETA: 53.1s. Rate: 338.75 forecasts/min
[2025-12-12T20:36:27.822823] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:27.823750] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-12T20:36:27.823818] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-12T20:36:27.823850] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-12T20:36:27.824673] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:27.824733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:27.830284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:27.832779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:27.833493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:27.834421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:27.846687] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.947455] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-12
[2025-12-12T20:36:27.956656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:27.958125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:27.988619] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.020594] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.064438] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-12T20:36:28.064506] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=45.4979%)
[2025-12-12T20:36:28.064863] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-12T20:36:28.064917] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-12T20:36:28.065666] [INFO ] [main      ] Progress: 116/415 forecasts completed (28.0%). SRAD finished in 0.6s. ETA: 53.2s. Rate: 337.46 forecasts/min
[2025-12-12T20:36:28.077081] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.077959] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-12T20:36:28.078011] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-12T20:36:28.078041] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-12T20:36:28.078834] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:28.078892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:28.079814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:28.081528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:28.083651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:28.110811] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-12T20:36:28.110878] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=49.3652%)
[2025-12-12T20:36:28.111305] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-12T20:36:28.111364] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-12T20:36:28.111664] [INFO ] [main      ] Progress: 117/415 forecasts completed (28.2%). YUMC finished in 0.6s. ETA: 52.6s. Rate: 339.61 forecasts/min
[2025-12-12T20:36:28.120827] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.122892] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.123878] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-12T20:36:28.123936] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-12T20:36:28.123967] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-12T20:36:28.124878] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:28.124944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:28.130349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:28.132223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:28.132730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:28.133120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:28.134014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:28.136678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:28.137901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:28.138628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:28.298450] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-12T20:36:28.298518] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=108.34% (Conf=26.6091%)
[2025-12-12T20:36:28.298909] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-12T20:36:28.298968] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-12T20:36:28.299364] [INFO ] [main      ] Progress: 118/415 forecasts completed (28.4%). BIVI finished in 0.8s. ETA: 52.5s. Rate: 339.43 forecasts/min
[2025-12-12T20:36:28.312627] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.314168] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-12T20:36:28.314220] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-12T20:36:28.314251] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-12T20:36:28.315029] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:28.315090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:28.319886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:28.320743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:28.329046] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-12
[2025-12-12T20:36:28.433452] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-12
[2025-12-12T20:36:28.440557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:28.441601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:28.443022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:28.486965] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-12
[2025-12-12T20:36:28.510944] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.575947] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-12T20:36:28.576014] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.6456%)
[2025-12-12T20:36:28.576180] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-12T20:36:28.576230] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-12T20:36:28.576842] [INFO ] [main      ] Progress: 119/415 forecasts completed (28.7%). PLTK finished in 0.8s. ETA: 52.6s. Rate: 337.81 forecasts/min
[2025-12-12T20:36:28.588811] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.589774] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-12T20:36:28.589825] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-12T20:36:28.589855] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-12T20:36:28.590688] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:36:28.612385] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.669848] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:28.738895] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-12T20:36:28.738962] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=46.9018%)
[2025-12-12T20:36:28.739301] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-12T20:36:28.739349] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-12T20:36:28.739671] [INFO ] [main      ] Progress: 120/415 forecasts completed (28.9%). IRTC finished in 0.7s. ETA: 52.4s. Rate: 338.05 forecasts/min
[2025-12-12T20:36:28.749179] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-12T20:36:28.749249] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=49.6462%)
[2025-12-12T20:36:28.749642] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-12T20:36:28.749695] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-12T20:36:28.749641] [INFO ] [main      ] Progress: 121/415 forecasts completed (29.2%). CHCI finished in 0.6s. ETA: 51.8s. Rate: 340.70 forecasts/min
[2025-12-12T20:36:28.751296] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.752148] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-12T20:36:28.752199] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-12T20:36:28.752230] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-12T20:36:28.753353] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:28.753417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:28.755999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:28.762236] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:28.763161] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-12T20:36:28.763210] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-12T20:36:28.763241] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-12T20:36:28.764048] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:28.764106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:28.769363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:28.771172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:28.771668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:28.826001] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-12
[2025-12-12T20:36:28.887953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:28.890377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:28.950956] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-12
[2025-12-12T20:36:28.972055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:28.974470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:28.974984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:28.976456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:28.978735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.001617] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.077039] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-12T20:36:29.077107] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=58.1264%)
[2025-12-12T20:36:29.077268] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-12T20:36:29.077311] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-12T20:36:29.078677] [INFO ] [main      ] Progress: 122/415 forecasts completed (29.4%). PRTA finished in 0.8s. ETA: 52.0s. Rate: 338.30 forecasts/min
[2025-12-12T20:36:29.089147] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.090247] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-12T20:36:29.090299] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-12T20:36:29.090330] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-12T20:36:29.091144] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:29.091203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:29.092958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:29.093464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:29.094372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:29.095325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:29.096319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.125384] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.153300] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.268491] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-12T20:36:29.268560] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=50.4091%)
[2025-12-12T20:36:29.268739] [INFO ] [main      ] Fetching symbol history for TRIN...
[2025-12-12T20:36:29.268784] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2025-12-12T20:36:29.270047] [INFO ] [main      ] Progress: 123/415 forecasts completed (29.6%). AAPL finished in 0.7s. ETA: 51.8s. Rate: 338.08 forecasts/min
[2025-12-12T20:36:29.281500] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.282450] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2025-12-12T20:36:29.282504] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2025-12-12T20:36:29.285553] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2025-12-12T20:36:29.286522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:29.286602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:29.288508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:29.289096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:29.289542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:29.323327] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.325998] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.345337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.422874] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-12T20:36:29.423277] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=57.6295%)
[2025-12-12T20:36:29.423440] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-12T20:36:29.423483] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-12T20:36:29.424691] [INFO ] [main      ] Progress: 124/415 forecasts completed (29.9%). PFG finished in 0.7s. ETA: 51.6s. Rate: 338.43 forecasts/min
[2025-12-12T20:36:29.436779] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.437815] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-12T20:36:29.437870] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-12T20:36:29.437904] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-12T20:36:29.438725] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:29.438790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:29.440456] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.443611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:29.445369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:29.445867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:29.446255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:29.446993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:29.487221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:29.489998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:29.494457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:29.495536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.496731] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.558401] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-12T20:36:29.558469] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=58.914%)
[2025-12-12T20:36:29.559024] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-12T20:36:29.559073] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-12T20:36:29.559755] [INFO ] [main      ] Progress: 125/415 forecasts completed (30.1%). EVN finished in 0.8s. ETA: 51.3s. Rate: 339.08 forecasts/min
[2025-12-12T20:36:29.572211] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.573390] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-12T20:36:29.573441] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-12T20:36:29.573472] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-12T20:36:29.574272] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:29.574332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:29.579214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:29.581075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:29.581592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:29.582384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:29.585065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:29.586250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.609421] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.666669] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-12T20:36:29.666740] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=2.51% (Conf=53.1095%)
[2025-12-12T20:36:29.667194] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-12T20:36:29.667245] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-12T20:36:29.667661] [INFO ] [main      ] Progress: 126/415 forecasts completed (30.4%). AMBP finished in 0.6s. ETA: 51.0s. Rate: 340.13 forecasts/min
[2025-12-12T20:36:29.678475] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.679657] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-12T20:36:29.679719] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-12T20:36:29.679750] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-12T20:36:29.680546] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:29.680625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:29.721101] [DEBUG] [MAG       ] TRIN: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.730631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:29.731754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:29.732448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:29.735384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:29.736036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:29.736797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:29.737467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:29.740175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:29.744156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:29.745232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:29.831847] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.910088] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:29.944288] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-12
[2025-12-12T20:36:29.975497] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2025-12-12T20:36:29.975565] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=63.1627%)
[2025-12-12T20:36:29.975960] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-12T20:36:29.976022] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-12T20:36:29.976667] [INFO ] [main      ] Progress: 127/415 forecasts completed (30.6%). TRIN finished in 0.7s. ETA: 51.1s. Rate: 338.13 forecasts/min
[2025-12-12T20:36:29.989091] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:29.990336] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-12T20:36:29.990393] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-12T20:36:29.990427] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-12T20:36:29.991300] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:29.991363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:29.993193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:29.993780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:29.994199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:29.999516] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.085056] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-12
[2025-12-12T20:36:30.123605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:30.131470] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-12T20:36:30.131538] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=60.1177%)
[2025-12-12T20:36:30.131877] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-12T20:36:30.131927] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-12T20:36:30.132694] [INFO ] [main      ] Progress: 128/415 forecasts completed (30.8%). STLD finished in 0.7s. ETA: 50.9s. Rate: 338.45 forecasts/min
[2025-12-12T20:36:30.142897] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.145389] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.146484] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-12T20:36:30.146539] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-12T20:36:30.146586] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-12T20:36:30.147630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:30.147692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:30.152730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:30.155180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:30.156383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:30.157611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.168128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:30.169628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:30.170341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.227044] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-12T20:36:30.227111] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=58.0919%)
[2025-12-12T20:36:30.227456] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-12T20:36:30.227517] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-12T20:36:30.227668] [INFO ] [main      ] Progress: 129/415 forecasts completed (31.1%). CMP finished in 0.7s. ETA: 50.5s. Rate: 339.67 forecasts/min
[2025-12-12T20:36:30.239069] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.240118] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-12T20:36:30.240173] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-12T20:36:30.240205] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-12T20:36:30.241034] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:30.241094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:30.241844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.264493] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.340066] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-12T20:36:30.340136] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=54.2765%)
[2025-12-12T20:36:30.340516] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-12T20:36:30.340566] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-12T20:36:30.340657] [INFO ] [main      ] Progress: 130/415 forecasts completed (31.3%). SHLS finished in 0.7s. ETA: 50.2s. Rate: 340.61 forecasts/min
[2025-12-12T20:36:30.354373] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.355252] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-12T20:36:30.355308] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-12T20:36:30.355340] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-12T20:36:30.356163] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:30.356223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:30.361694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:30.364259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:30.364932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:30.365504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:30.410229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:30.411096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.497595] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-12
[2025-12-12T20:36:30.534987] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-12
[2025-12-12T20:36:30.597264] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-12
[2025-12-12T20:36:30.666249] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.702345] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.748426] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-12
[2025-12-12T20:36:30.768263] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:30.771114] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-12T20:36:30.771181] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=67.6387%)
[2025-12-12T20:36:30.771337] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-12T20:36:30.771381] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-12T20:36:30.771934] [INFO ] [main      ] Progress: 131/415 forecasts completed (31.6%). ALZN finished in 0.8s. ETA: 50.6s. Rate: 336.89 forecasts/min
[2025-12-12T20:36:30.783106] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.784238] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-12T20:36:30.784288] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-12T20:36:30.784320] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-12T20:36:30.785138] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:30.785197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:30.788600] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-12T20:36:30.788667] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=53.7544%)
[2025-12-12T20:36:30.788988] [INFO ] [main      ] Progress: 132/415 forecasts completed (31.8%). PNFP finished in 0.7s. ETA: 50.1s. Rate: 339.21 forecasts/min
[2025-12-12T20:36:30.789106] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-12T20:36:30.789149] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-12T20:36:30.790350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:30.793283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.801734] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.802655] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-12T20:36:30.802707] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-12T20:36:30.802738] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-12T20:36:30.803543] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:30.803624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:30.808399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:30.810922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:30.812533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:30.840439] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-12T20:36:30.840506] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=55.5928%)
[2025-12-12T20:36:30.840877] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-12T20:36:30.840928] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-12T20:36:30.841649] [INFO ] [main      ] Progress: 133/415 forecasts completed (32.0%). AIPI finished in 0.6s. ETA: 49.6s. Rate: 341.01 forecasts/min
[2025-12-12T20:36:30.853786] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:30.854847] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-12T20:36:30.854899] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-12T20:36:30.854930] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-12T20:36:30.855902] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:30.855964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:30.861073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:30.861930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:30.862667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:30.863791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.864035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:30.865415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:30.921127] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.000387] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-12T20:36:31.000459] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=57.6911%)
[2025-12-12T20:36:31.000826] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-12T20:36:31.000877] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-12T20:36:31.001695] [INFO ] [main      ] Progress: 134/415 forecasts completed (32.3%). OHI finished in 0.7s. ETA: 49.4s. Rate: 341.24 forecasts/min
[2025-12-12T20:36:31.012772] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:31.014398] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-12T20:36:31.014454] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-12T20:36:31.014485] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-12T20:36:31.015277] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:31.015334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:31.016046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:31.021997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:31.138443] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.205253] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.236780] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.310503] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.363964] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.377415] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.390807] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-12T20:36:31.390869] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=61.9645%)
[2025-12-12T20:36:31.391026] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-12T20:36:31.391076] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-12T20:36:31.392140] [INFO ] [main      ] Progress: 135/415 forecasts completed (32.5%). BNS finished in 0.6s. ETA: 49.7s. Rate: 338.19 forecasts/min
[2025-12-12T20:36:31.403078] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:31.404417] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-12T20:36:31.404473] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-12T20:36:31.404504] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-12T20:36:31.405480] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:31.405537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:31.410608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:31.412377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:31.412879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:31.413268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:31.419312] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.442585] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-12T20:36:31.442661] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-3.17% (Conf=59.8228%)
[2025-12-12T20:36:31.442820] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-12T20:36:31.442863] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-12T20:36:31.443819] [INFO ] [main      ] Progress: 136/415 forecasts completed (32.8%). OCSL finished in 0.7s. ETA: 49.2s. Rate: 339.96 forecasts/min
[2025-12-12T20:36:31.454942] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:31.455930] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-12T20:36:31.455991] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-12T20:36:31.456028] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-12T20:36:31.456822] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:31.456881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:31.461740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:31.462597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:31.463828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:31.464453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:31.526492] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-12T20:36:31.526563] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=7.35% (Conf=49.0998%)
[2025-12-12T20:36:31.526751] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-12T20:36:31.526796] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-12T20:36:31.528659] [INFO ] [main      ] Progress: 137/415 forecasts completed (33.0%). OXM finished in 0.7s. ETA: 48.9s. Rate: 341.25 forecasts/min
[2025-12-12T20:36:31.537288] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.540445] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:31.541316] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-12T20:36:31.541365] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-12T20:36:31.541397] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-12T20:36:31.542267] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:31.542325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:31.547334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:31.548821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:31.608682] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-12T20:36:31.608752] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=2.99% (Conf=59.3782%)
[2025-12-12T20:36:31.609133] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-12T20:36:31.609186] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-12T20:36:31.609670] [INFO ] [main      ] Progress: 138/415 forecasts completed (33.3%). MBC finished in 0.6s. ETA: 48.5s. Rate: 342.59 forecasts/min
[2025-12-12T20:36:31.622602] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:31.623877] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-12T20:36:31.624452] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-12T20:36:31.624487] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-12T20:36:31.625318] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:31.625379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:31.630758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:31.631647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:31.635713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:31.636915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:31.638089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:31.768792] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.814740] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.919482] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-12
[2025-12-12T20:36:31.943052] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.987683] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:31.988956] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-12
[2025-12-12T20:36:32.006529] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-12T20:36:32.006610] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=45.6358%)
[2025-12-12T20:36:32.006980] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-12T20:36:32.007031] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-12T20:36:32.007647] [INFO ] [main      ] Progress: 139/415 forecasts completed (33.5%). IMMX finished in 0.6s. ETA: 48.8s. Rate: 339.48 forecasts/min
[2025-12-12T20:36:32.019712] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.020828] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-12T20:36:32.020884] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-12T20:36:32.020917] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-12T20:36:32.021697] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:32.021756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:32.023426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:32.023953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:32.067525] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-12T20:36:32.067615] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=47.277%)
[2025-12-12T20:36:32.067777] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-12T20:36:32.067820] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-12T20:36:32.068893] [INFO ] [main      ] Progress: 140/415 forecasts completed (33.7%). PD finished in 0.6s. ETA: 48.4s. Rate: 341.07 forecasts/min
[2025-12-12T20:36:32.080908] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.082081] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-12T20:36:32.082143] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-12T20:36:32.082173] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-12T20:36:32.085998] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:32.086072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:32.095687] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.141893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:32.145230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:32.147538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.157507] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-12T20:36:32.157591] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=46.1699%)
[2025-12-12T20:36:32.157927] [INFO ] [main      ] Progress: 141/415 forecasts completed (34.0%). PDI finished in 0.6s. ETA: 48.0s. Rate: 342.27 forecasts/min
[2025-12-12T20:36:32.158056] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-12T20:36:32.158095] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-12T20:36:32.163911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:32.165128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:32.166622] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.168210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:32.170368] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.171678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:32.172287] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-12T20:36:32.172343] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-12T20:36:32.172376] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-12T20:36:32.173169] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:32.173229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:32.175110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:32.175824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:32.176228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:32.177179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:32.177969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:32.178882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.246600] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-12T20:36:32.246672] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=51.2772%)
[2025-12-12T20:36:32.247105] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-12T20:36:32.247157] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-12T20:36:32.247660] [INFO ] [main      ] Progress: 142/415 forecasts completed (34.2%). PNQI finished in 0.6s. ETA: 47.7s. Rate: 343.45 forecasts/min
[2025-12-12T20:36:32.252690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:32.253791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.259895] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.260854] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-12T20:36:32.260915] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-12T20:36:32.260953] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-12T20:36:32.261754] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:32.261814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:32.266846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:32.267863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:32.269591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.495955] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-12
[2025-12-12T20:36:32.526735] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-12
[2025-12-12T20:36:32.588201] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-12
[2025-12-12T20:36:32.617021] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-12
[2025-12-12T20:36:32.666216] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.696926] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.733566] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-12T20:36:32.733659] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=61.8303%)
[2025-12-12T20:36:32.734055] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-12T20:36:32.734139] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-12T20:36:32.734654] [INFO ] [main      ] Progress: 143/415 forecasts completed (34.5%). BCAL finished in 0.7s. ETA: 48.1s. Rate: 339.21 forecasts/min
[2025-12-12T20:36:32.749099] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.750089] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-12T20:36:32.750149] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-12T20:36:32.750182] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-12T20:36:32.750997] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:32.751072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:32.755722] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.756336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:32.757187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:32.761274] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-12T20:36:32.761340] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=69.7114%)
[2025-12-12T20:36:32.761499] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-12T20:36:32.761543] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-12T20:36:32.762378] [INFO ] [main      ] Progress: 144/415 forecasts completed (34.7%). BEPI finished in 0.7s. ETA: 47.7s. Rate: 341.21 forecasts/min
[2025-12-12T20:36:32.773459] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.774646] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-12T20:36:32.774704] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-12T20:36:32.774737] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-12T20:36:32.775594] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:32.775657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:32.780817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:32.781947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:32.783554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:32.786415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.798150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:32.799233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:32.801492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.803149] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:32.871566] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-12T20:36:32.871655] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-4.25% (Conf=38.3415%)
[2025-12-12T20:36:32.872016] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-12T20:36:32.872076] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-12T20:36:32.872625] [INFO ] [main      ] Progress: 145/415 forecasts completed (34.9%). UDMY finished in 0.6s. ETA: 47.4s. Rate: 342.09 forecasts/min
[2025-12-12T20:36:32.883468] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.884442] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-12T20:36:32.884500] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-12T20:36:32.884532] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-12T20:36:32.885377] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:32.885442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:32.886355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:32.887709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:32.889764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:32.890326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:32.891439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:32.893483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:32.910342] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-12T20:36:32.910408] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=52.783%)
[2025-12-12T20:36:32.910773] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-12T20:36:32.910823] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-12T20:36:32.912627] [INFO ] [main      ] Progress: 146/415 forecasts completed (35.2%). MANH finished in 0.8s. ETA: 46.9s. Rate: 343.91 forecasts/min
[2025-12-12T20:36:32.923079] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:32.924226] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-12T20:36:32.924277] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-12T20:36:32.924309] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-12T20:36:32.925117] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:32.925333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:32.926060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:33.002928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:33.004963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:33.006306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:33.138677] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.153607] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.272109] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.322827] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:33.333455] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:33.348153] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.437440] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-12T20:36:33.437506] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-42.57% (Conf=54.6766%)
[2025-12-12T20:36:33.437693] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-12T20:36:33.437741] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-12T20:36:33.438867] [INFO ] [main      ] Progress: 147/415 forecasts completed (35.4%). MIGI finished in 0.7s. ETA: 47.4s. Rate: 339.26 forecasts/min
[2025-12-12T20:36:33.444716] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-12T20:36:33.444787] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=45.089%)
[2025-12-12T20:36:33.445192] [INFO ] [main      ] Progress: 148/415 forecasts completed (35.7%). CRVL finished in 0.7s. ETA: 46.9s. Rate: 341.48 forecasts/min
[2025-12-12T20:36:33.445322] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-12T20:36:33.445364] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-12T20:36:33.445730] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:33.450020] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:33.451404] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-12T20:36:33.451459] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-12T20:36:33.451492] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-12T20:36:33.452286] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:33.452348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:33.454233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:33.454768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:33.455172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:33.457699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:33.457862] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:33.459419] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-12T20:36:33.459478] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-12T20:36:33.459511] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-12T20:36:33.460388] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:33.460451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:33.466485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:33.468587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:33.469141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:33.469545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:33.470536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:33.502713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:33.517866] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:33.569808] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-12T20:36:33.569872] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=51.9606%)
[2025-12-12T20:36:33.570498] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-12T20:36:33.570554] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-12T20:36:33.570721] [INFO ] [main      ] Progress: 149/415 forecasts completed (35.9%). RMI finished in 0.7s. ETA: 46.6s. Rate: 342.14 forecasts/min
[2025-12-12T20:36:33.584625] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:33.585685] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-12T20:36:33.585738] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-12T20:36:33.585770] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-12T20:36:33.586567] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-12T20:36:33.586682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:33.592253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:33.594184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:33.594682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:33.595132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:33.595523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:33.596305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:33.597198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:33.600171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:33.626767] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-12T20:36:33.626833] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=4.06% (Conf=46.496%)
[2025-12-12T20:36:33.627159] [INFO ] [main      ] Fetching symbol history for TEM...
[2025-12-12T20:36:33.627209] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2025-12-12T20:36:33.628084] [INFO ] [main      ] Progress: 150/415 forecasts completed (36.1%). AMN finished in 0.7s. ETA: 46.3s. Rate: 343.68 forecasts/min
[2025-12-12T20:36:33.639231] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:33.640318] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2025-12-12T20:36:33.640371] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2025-12-12T20:36:33.640402] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2025-12-12T20:36:33.641239] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:33.641299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:33.643052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:33.643788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:33.644192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:33.645137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:33.646349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:33.647359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:33.716634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:33.718761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:33.758602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:33.759776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:33.802162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:33.803004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:33.804222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:33.838329] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.860000] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-12
[2025-12-12T20:36:33.882451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:33.883179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:33.884977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:33.887708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:33.888804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:33.890952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:33.891690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:33.896120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:33.898128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:33.899450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:33.903799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:33.906680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:33.907317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:33.908028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:33.910254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:33.911324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:33.912054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:33.912770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-12T20:36:33.913648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:33.916705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:33.918300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:33.920744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:33.922958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:33.926897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:33.945142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:33.946452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:33.948078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:33.948827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:33.950445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:33.952031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:33.952952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:33.954113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:33.955338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:33.957558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:33.959136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:33.962221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:33.964001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:33.970044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:33.990927] [DEBUG] [MAG       ] TEM: Last date is validated at 2025-12-12
[2025-12-12T20:36:34.011436] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.032208] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.068725] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-12T20:36:34.068793] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=34.1898%)
[2025-12-12T20:36:34.069129] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-12T20:36:34.069178] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-12T20:36:34.069663] [INFO ] [main      ] Progress: 151/415 forecasts completed (36.4%). GGB finished in 0.6s. ETA: 46.6s. Rate: 340.23 forecasts/min
[2025-12-12T20:36:34.080684] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.081889] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-12T20:36:34.081945] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-12T20:36:34.081978] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-12T20:36:34.082792] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:34.082852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:34.088128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:34.089282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:34.091910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.112824] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-12T20:36:34.112890] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=49.4506%)
[2025-12-12T20:36:34.113325] [INFO ] [main      ] Fetching symbol history for MILN...
[2025-12-12T20:36:34.113376] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2025-12-12T20:36:34.113620] [INFO ] [main      ] Progress: 152/415 forecasts completed (36.6%). INVH finished in 0.7s. ETA: 46.2s. Rate: 341.92 forecasts/min
[2025-12-12T20:36:34.125913] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.126947] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2025-12-12T20:36:34.126998] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2025-12-12T20:36:34.127029] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2025-12-12T20:36:34.127825] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:34.127887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:34.128644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:34.130459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:34.131015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:34.132095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:34.133795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:34.134879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:34.135552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.168841] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.290307] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2025-12-12T20:36:34.290372] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=-12.07% (Conf=58.1967%)
[2025-12-12T20:36:34.290740] [INFO ] [main      ] Progress: 153/415 forecasts completed (36.9%). TEM finished in 0.7s. ETA: 46.0s. Rate: 341.90 forecasts/min
[2025-12-12T20:36:34.290863] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-12T20:36:34.290905] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-12T20:36:34.303704] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.304858] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-12T20:36:34.304911] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-12T20:36:34.304943] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-12T20:36:34.305770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:34.305829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:34.307495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:34.308045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:34.308462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:34.310905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.317489] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-12
[2025-12-12T20:36:34.438541] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-12
[2025-12-12T20:36:34.489680] [DEBUG] [MAG       ] MILN: Last date is validated at 2025-12-12
[2025-12-12T20:36:34.489957] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.614434] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.663618] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-12
[2025-12-12T20:36:34.670395] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.679795] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-12T20:36:34.679870] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=51.456%)
[2025-12-12T20:36:34.680297] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-12T20:36:34.680350] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-12T20:36:34.681236] [INFO ] [main      ] Progress: 154/415 forecasts completed (37.1%). CHSCL finished in 0.6s. ETA: 46.2s. Rate: 339.20 forecasts/min
[2025-12-12T20:36:34.693320] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.694479] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-12T20:36:34.694531] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-12T20:36:34.694562] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-12T20:36:34.695585] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:34.695830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:34.700749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:34.702149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:34.704924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:34.719406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:34.721167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.757754] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2025-12-12T20:36:34.757821] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=-2.12% (Conf=56.9192%)
[2025-12-12T20:36:34.757985] [INFO ] [main      ] Fetching symbol history for FDUS...
[2025-12-12T20:36:34.758030] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2025-12-12T20:36:34.759137] [INFO ] [main      ] Progress: 155/415 forecasts completed (37.3%). MILN finished in 0.6s. ETA: 45.8s. Rate: 340.43 forecasts/min
[2025-12-12T20:36:34.764170] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-12T20:36:34.764237] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-12T20:36:34.764631] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-12T20:36:34.764628] [INFO ] [main      ] Progress: 156/415 forecasts completed (37.6%). BSCQ finished in 1.2s. ETA: 45.4s. Rate: 342.56 forecasts/min
[2025-12-12T20:36:34.764681] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-12T20:36:34.771848] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.772998] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2025-12-12T20:36:34.773053] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2025-12-12T20:36:34.773086] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2025-12-12T20:36:34.773942] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:34.774006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:34.776023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:34.776616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:34.776797] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.777819] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-12T20:36:34.777879] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-12T20:36:34.777910] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-12T20:36:34.778378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.778680] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:34.778737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:34.781000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:34.842476] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:34.963919] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-12T20:36:34.963987] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=55.9392%)
[2025-12-12T20:36:34.964446] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-12T20:36:34.964497] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-12T20:36:34.964668] [INFO ] [main      ] Progress: 157/415 forecasts completed (37.8%). EXPD finished in 0.7s. ETA: 45.2s. Rate: 342.25 forecasts/min
[2025-12-12T20:36:34.976759] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:34.977915] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-12T20:36:34.977968] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-12T20:36:34.978000] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-12T20:36:34.978882] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:34.978941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:34.983852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:34.986547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:35.067193] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.103633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:35.106807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:35.121713] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.158732] [DEBUG] [MAG       ] FDUS: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.243165] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:35.303622] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:35.344909] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:35.367233] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-12T20:36:35.367494] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-3.17% (Conf=57.0941%)
[2025-12-12T20:36:35.367877] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-12T20:36:35.367930] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-12T20:36:35.368659] [INFO ] [main      ] Progress: 158/415 forecasts completed (38.1%). TERN finished in 0.7s. ETA: 45.4s. Rate: 339.45 forecasts/min
[2025-12-12T20:36:35.380145] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:35.380984] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-12T20:36:35.381039] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-12T20:36:35.381077] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-12T20:36:35.381895] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-12T20:36:35.381990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:35.387154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:35.389075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:35.389547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:35.390029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:35.390968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:35.391935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:35.392962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:35.395402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:35.403939] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-12T20:36:35.404016] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-8.66% (Conf=39.9818%)
[2025-12-12T20:36:35.404173] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-12T20:36:35.404217] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-12T20:36:35.404881] [INFO ] [main      ] Progress: 159/415 forecasts completed (38.3%). ASH finished in 0.6s. ETA: 45.0s. Rate: 341.15 forecasts/min
[2025-12-12T20:36:35.416404] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2025-12-12T20:36:35.416476] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=56.3299%)
[2025-12-12T20:36:35.416842] [INFO ] [main      ] Progress: 160/415 forecasts completed (38.6%). FDUS finished in 0.7s. ETA: 44.6s. Rate: 343.15 forecasts/min
[2025-12-12T20:36:35.416970] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-12T20:36:35.417021] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-12T20:36:35.417059] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:35.418036] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-12T20:36:35.418100] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-12T20:36:35.418130] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-12T20:36:35.418913] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:35.418990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:35.420710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:35.421222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:35.421697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:35.422496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:35.423316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:35.424950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:35.429628] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:35.430626] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-12T20:36:35.430687] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-12T20:36:35.430721] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-12T20:36:35.431643] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:35.431708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:35.433546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:35.434150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:35.434561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:35.478545] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.495227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:35.497335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:35.514492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:35.516592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:35.559393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:35.560848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:35.613140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:35.614280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:35.615629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:35.670096] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:35.699316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:35.700279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:35.702381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:35.705405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:35.706704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:35.708859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:35.709622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:35.714525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:35.715960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:35.717498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:35.719269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:35.722245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:35.722956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:35.723699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:35.725711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:35.726827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:35.727534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:35.728237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-12T20:36:35.728939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:35.731854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:35.733487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:35.736031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:35.738533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:35.742428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:35.761481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:35.763013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:35.764887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:35.765843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:35.767819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:35.769873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:35.771069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:35.772784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:35.774164] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-12T20:36:35.774234] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=58.1507%)
[2025-12-12T20:36:35.774219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:35.774600] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-12T20:36:35.774647] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-12T20:36:35.774878] [INFO ] [main      ] Progress: 161/415 forecasts completed (38.8%). SHEL finished in 0.8s. ETA: 44.7s. Rate: 340.93 forecasts/min
[2025-12-12T20:36:35.777804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:35.778836] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.779951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:35.787247] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:35.788239] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-12T20:36:35.788293] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-12T20:36:35.788325] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-12T20:36:35.789533] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:35.789622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:35.792597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:35.793629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:35.794288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:35.795491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:35.797376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:35.797883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:35.798986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:35.800709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:35.801817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:35.802559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:35.936904] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-12
[2025-12-12T20:36:35.955520] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.037136] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-12T20:36:36.037209] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=58.2599%)
[2025-12-12T20:36:36.037548] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-12T20:36:36.037615] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-12T20:36:36.037666] [INFO ] [main      ] Progress: 162/415 forecasts completed (39.0%). INSG finished in 0.6s. ETA: 44.7s. Rate: 339.90 forecasts/min
[2025-12-12T20:36:36.051079] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:36.051964] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-12T20:36:36.052023] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-12T20:36:36.052055] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-12T20:36:36.052907] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:36.052965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:36.058217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:36.118295] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.133536] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-12
[2025-12-12T20:36:36.158381] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-12
[2025-12-12T20:36:36.176559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:36.177525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:36.240069] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-12T20:36:36.240146] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=50.4086%)
[2025-12-12T20:36:36.240525] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-12T20:36:36.240885] [INFO ] [main      ] Progress: 163/415 forecasts completed (39.3%). LH finished in 0.8s. ETA: 44.5s. Rate: 339.58 forecasts/min
[2025-12-12T20:36:36.240981] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-12T20:36:36.255495] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:36.256840] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-12T20:36:36.256897] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-12T20:36:36.256930] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-12T20:36:36.257958] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:36.258034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:36.263739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:36.266102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:36.266688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:36.267204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:36.267647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:36.324161] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.335712] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.398243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:36.438030] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-12T20:36:36.438097] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=47.517%)
[2025-12-12T20:36:36.438435] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-12T20:36:36.438484] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-12T20:36:36.438670] [INFO ] [main      ] Progress: 164/415 forecasts completed (39.5%). MCHI finished in 0.7s. ETA: 44.4s. Rate: 339.34 forecasts/min
[2025-12-12T20:36:36.450940] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:36.452049] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-12T20:36:36.452110] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-12T20:36:36.452148] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-12T20:36:36.452966] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:36.453026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:36.455207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:36.455734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:36.456139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:36.457026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:36.550806] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-12
[2025-12-12T20:36:36.576706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:36.577998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:36.622492] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-12T20:36:36.622564] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-12T20:36:36.622757] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-12T20:36:36.622804] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-12T20:36:36.623820] [INFO ] [main      ] Progress: 165/415 forecasts completed (39.8%). FTSM finished in 1.3s. ETA: 44.2s. Rate: 339.24 forecasts/min
[2025-12-12T20:36:36.634798] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:36.635661] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-12T20:36:36.635719] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-12T20:36:36.635751] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-12T20:36:36.636553] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:36.636637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:36.675655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:36.727568] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.785429] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-12
[2025-12-12T20:36:36.826856] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-12T20:36:36.826924] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=52.5462%)
[2025-12-12T20:36:36.827272] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-12T20:36:36.827323] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-12T20:36:36.827330] [INFO ] [main      ] Progress: 166/415 forecasts completed (40.0%). VC finished in 0.8s. ETA: 44.1s. Rate: 338.93 forecasts/min
[2025-12-12T20:36:36.838775] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:36.839660] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-12T20:36:36.839721] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-12T20:36:36.839755] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-12T20:36:36.840805] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:36:36.969124] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:36.988155] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.060436] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-12T20:36:37.060507] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=44.8836%)
[2025-12-12T20:36:37.060722] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-12T20:36:37.060775] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-12T20:36:37.061867] [INFO ] [main      ] Progress: 167/415 forecasts completed (40.2%). PRGO finished in 0.8s. ETA: 44.0s. Rate: 338.27 forecasts/min
[2025-12-12T20:36:37.074445] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:37.075379] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-12T20:36:37.075432] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-12T20:36:37.075463] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-12T20:36:37.076304] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:37.076374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:37.078368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:37.079004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:37.079530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:37.080082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:37.082788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:37.091300] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.127117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:37.128932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:37.130297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:37.166243] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.186319] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.229865] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-12T20:36:37.229983] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=33.6073%)
[2025-12-12T20:36:37.230207] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-12T20:36:37.230271] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-12T20:36:37.231713] [INFO ] [main      ] Progress: 168/415 forecasts completed (40.5%). CHSCN finished in 0.8s. ETA: 43.8s. Rate: 338.36 forecasts/min
[2025-12-12T20:36:37.245844] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:37.246835] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-12T20:36:37.246892] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-12T20:36:37.246925] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-12T20:36:37.247745] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:37.247806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:37.254080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:37.266552] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.339666] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-12T20:36:37.339738] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=60.4656%)
[2025-12-12T20:36:37.340122] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-12T20:36:37.340177] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-12T20:36:37.340658] [INFO ] [main      ] Progress: 169/415 forecasts completed (40.7%). PGJ finished in 0.7s. ETA: 43.5s. Rate: 339.13 forecasts/min
[2025-12-12T20:36:37.353299] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:37.354283] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-12T20:36:37.354341] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-12T20:36:37.354376] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-12T20:36:37.355211] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:37.355274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:37.356317] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.356854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:37.359065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:37.362657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:37.371456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:37.373222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:37.375812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:37.428239] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-12T20:36:37.428305] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.1706%)
[2025-12-12T20:36:37.428465] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-12T20:36:37.428507] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-12T20:36:37.429662] [INFO ] [main      ] Progress: 170/415 forecasts completed (41.0%). GPIQ finished in 0.6s. ETA: 43.2s. Rate: 340.13 forecasts/min
[2025-12-12T20:36:37.440266] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:37.441335] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-12T20:36:37.441388] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-12T20:36:37.441419] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-12T20:36:37.442226] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:37.442284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:37.444009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:37.444518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:37.444929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:37.495980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:37.503249] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.696657] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.728450] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.733111] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.855369] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-12
[2025-12-12T20:36:37.865245] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-12T20:36:37.865317] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=52.0521%)
[2025-12-12T20:36:37.865482] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-12T20:36:37.865529] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-12T20:36:37.866628] [INFO ] [main      ] Progress: 171/415 forecasts completed (41.2%). NRC finished in 0.8s. ETA: 43.4s. Rate: 337.21 forecasts/min
[2025-12-12T20:36:37.879284] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:37.880364] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-12T20:36:37.880419] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-12T20:36:37.880451] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-12T20:36:37.881374] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:37.881439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:37.887092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:37.888981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:37.889495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:37.889967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:37.892720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:37.894463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:37.912225] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.919030] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:37.995343] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-12T20:36:37.995779] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=49.4291%)
[2025-12-12T20:36:37.996120] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-12T20:36:37.996171] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-12T20:36:37.996666] [INFO ] [main      ] Progress: 172/415 forecasts completed (41.4%). INGN finished in 0.7s. ETA: 43.2s. Rate: 337.74 forecasts/min
[2025-12-12T20:36:38.010900] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.012049] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-12T20:36:38.012120] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-12T20:36:38.012166] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-12T20:36:38.013247] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:38.013325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:38.015677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:38.016514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:38.017069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:38.019714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:38.022672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:38.025209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.032328] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-12T20:36:38.032399] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=56.8524%)
[2025-12-12T20:36:38.032880] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-12T20:36:38.032943] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-12T20:36:38.033645] [INFO ] [main      ] Progress: 173/415 forecasts completed (41.7%). UAL finished in 0.8s. ETA: 42.8s. Rate: 339.30 forecasts/min
[2025-12-12T20:36:38.034355] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:38.045215] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.046678] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-12T20:36:38.046736] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-12T20:36:38.046771] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-12T20:36:38.047783] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:38.047845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:38.049833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:38.050393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:38.051340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:38.052469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:38.058439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.096349] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-12T20:36:38.096416] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=50.1841%)
[2025-12-12T20:36:38.096884] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-12T20:36:38.096945] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-12T20:36:38.097652] [INFO ] [main      ] Progress: 174/415 forecasts completed (41.9%). BOC finished in 0.7s. ETA: 42.5s. Rate: 340.54 forecasts/min
[2025-12-12T20:36:38.110184] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.111360] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-12T20:36:38.111411] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-12T20:36:38.111443] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-12T20:36:38.112275] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:38.112493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:38.117690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:38.118552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:38.120473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:38.121240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:38.122652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.248911] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-12
[2025-12-12T20:36:38.408960] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-12
[2025-12-12T20:36:38.416693] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-12
[2025-12-12T20:36:38.434946] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:38.473866] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-12
[2025-12-12T20:36:38.557758] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-12T20:36:38.557824] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=4.03% (Conf=45.3206%)
[2025-12-12T20:36:38.558166] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-12T20:36:38.558227] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-12T20:36:38.559066] [INFO ] [main      ] Progress: 175/415 forecasts completed (42.2%). CE finished in 0.7s. ETA: 42.7s. Rate: 337.42 forecasts/min
[2025-12-12T20:36:38.571481] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.572450] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-12T20:36:38.573033] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-12T20:36:38.573068] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-12T20:36:38.574065] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:38.574124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:38.575938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:38.576478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:38.576886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:38.593012] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:38.597406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:38.598225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.607654] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:38.654821] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:38.680212] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-12T20:36:38.680286] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=53.5896%)
[2025-12-12T20:36:38.680657] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-12T20:36:38.680728] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-12T20:36:38.680677] [INFO ] [main      ] Progress: 176/415 forecasts completed (42.4%). TWFG finished in 0.7s. ETA: 42.4s. Rate: 338.03 forecasts/min
[2025-12-12T20:36:38.682365] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-12T20:36:38.682444] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=59.4878%)
[2025-12-12T20:36:38.682952] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-12T20:36:38.683007] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-12T20:36:38.683659] [INFO ] [main      ] Progress: 177/415 forecasts completed (42.7%). MGTX finished in 0.6s. ETA: 42.0s. Rate: 339.92 forecasts/min
[2025-12-12T20:36:38.692597] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.693932] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-12T20:36:38.693984] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-12T20:36:38.694015] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-12T20:36:38.694862] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:38.694924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:38.697173] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.697984] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-12T20:36:38.698038] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-12T20:36:38.698072] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-12T20:36:38.699133] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:38.699194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:38.700757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:38.702087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:38.704188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:38.705082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:38.706123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.706933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.812532] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-12T20:36:38.812618] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=50.1135%)
[2025-12-12T20:36:38.813057] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-12T20:36:38.813123] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-12T20:36:38.813629] [INFO ] [main      ] Progress: 178/415 forecasts completed (42.9%). MCK finished in 0.7s. ETA: 41.8s. Rate: 340.42 forecasts/min
[2025-12-12T20:36:38.826645] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:38.828011] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-12T20:36:38.828073] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-12T20:36:38.828105] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-12T20:36:38.828930] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:38.828989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:38.830273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:38.964493] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.063485] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.068902] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.160763] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.199268] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.249104] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.252169] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.303027] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-12T20:36:39.303095] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=61.2614%)
[2025-12-12T20:36:39.303432] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-12T20:36:39.303483] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-12T20:36:39.304864] [INFO ] [main      ] Progress: 179/415 forecasts completed (43.1%). ODFL finished in 0.7s. ETA: 42.0s. Rate: 337.06 forecasts/min
[2025-12-12T20:36:39.315929] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.317008] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-12T20:36:39.317060] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-12T20:36:39.317092] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-12T20:36:39.317884] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:39.317943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:39.323062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:39.324263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:39.325958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.328710] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-12T20:36:39.328778] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=59.9078%)
[2025-12-12T20:36:39.329111] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-12T20:36:39.329159] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-12T20:36:39.329650] [INFO ] [main      ] Progress: 180/415 forecasts completed (43.4%). EVTC finished in 0.6s. ETA: 41.6s. Rate: 338.68 forecasts/min
[2025-12-12T20:36:39.337090] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-12T20:36:39.337161] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=2.29% (Conf=65.0245%)
[2025-12-12T20:36:39.337525] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-12T20:36:39.337590] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-12T20:36:39.338621] [INFO ] [main      ] Progress: 181/415 forecasts completed (43.6%). CTBB finished in 0.7s. ETA: 41.2s. Rate: 340.46 forecasts/min
[2025-12-12T20:36:39.341880] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.342963] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-12T20:36:39.343017] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-12T20:36:39.343049] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-12T20:36:39.343920] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:39.343982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:39.349064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:39.350538] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.351009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:39.351522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:39.351617] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-12T20:36:39.351687] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-12T20:36:39.351723] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-12T20:36:39.351985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:39.352382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:39.352885] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:39.352953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:39.355498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:39.356702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:39.358277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.358695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:39.361050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:39.361952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:39.363568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.377369] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.466376] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-12T20:36:39.466440] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=65.5839%)
[2025-12-12T20:36:39.466809] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-12T20:36:39.466861] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-12T20:36:39.467630] [INFO ] [main      ] Progress: 182/415 forecasts completed (43.9%). ATRC finished in 0.7s. ETA: 41.0s. Rate: 340.96 forecasts/min
[2025-12-12T20:36:39.479730] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.480718] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-12T20:36:39.480771] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-12T20:36:39.480804] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-12T20:36:39.481605] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:39.481664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:39.484928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:39.487603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.686411] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.710657] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.725839] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.832064] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-12
[2025-12-12T20:36:39.862875] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.887764] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.908400] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:39.923666] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-12T20:36:39.923734] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=48.1351%)
[2025-12-12T20:36:39.923890] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-12T20:36:39.923932] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-12T20:36:39.925259] [INFO ] [main      ] Progress: 183/415 forecasts completed (44.1%). BDTX finished in 0.6s. ETA: 41.2s. Rate: 338.01 forecasts/min
[2025-12-12T20:36:39.935960] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.936944] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-12T20:36:39.936998] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-12T20:36:39.937029] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-12T20:36:39.937978] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:39.938037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:39.941141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:39.942800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:39.945523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:39.946807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.973237] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-12T20:36:39.973305] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=3.57% (Conf=41.7043%)
[2025-12-12T20:36:39.973671] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-12T20:36:39.973721] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-12T20:36:39.974647] [INFO ] [main      ] Progress: 184/415 forecasts completed (44.3%). MSBI finished in 0.6s. ETA: 40.8s. Rate: 339.34 forecasts/min
[2025-12-12T20:36:39.982753] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-12T20:36:39.982822] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=50.639%)
[2025-12-12T20:36:39.983258] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-12T20:36:39.983312] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-12T20:36:39.983619] [INFO ] [main      ] Progress: 185/415 forecasts completed (44.6%). BHFAO finished in 0.6s. ETA: 40.5s. Rate: 341.09 forecasts/min
[2025-12-12T20:36:39.986114] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.987650] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-12T20:36:39.987701] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-12T20:36:39.987732] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-12T20:36:39.988518] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:39.988591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:39.993352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:39.995122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:39.995777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:39.996146] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:39.997239] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-12T20:36:39.997289] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-12T20:36:39.997321] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-12T20:36:39.998127] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:39.998188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:40.003682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:40.008826] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:40.128141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:40.134960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:40.138874] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-12T20:36:40.138938] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=46.4542%)
[2025-12-12T20:36:40.139300] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-12T20:36:40.139350] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-12T20:36:40.139627] [INFO ] [main      ] Progress: 186/415 forecasts completed (44.8%). HEI finished in 0.7s. ETA: 40.3s. Rate: 341.30 forecasts/min
[2025-12-12T20:36:40.151110] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:40.152046] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-12T20:36:40.153503] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-12T20:36:40.153542] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-12T20:36:40.154381] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:40.154442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:40.158192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:40.158878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:40.160035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:40.163275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:40.294780] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-12
[2025-12-12T20:36:40.376550] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-12
[2025-12-12T20:36:40.471065] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:40.517283] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-12
[2025-12-12T20:36:40.517966] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-12
[2025-12-12T20:36:40.533479] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-12T20:36:40.533546] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=60.7163%)
[2025-12-12T20:36:40.533871] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-12T20:36:40.533922] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-12T20:36:40.534739] [INFO ] [main      ] Progress: 187/415 forecasts completed (45.1%). RMM finished in 0.6s. ETA: 40.3s. Rate: 339.03 forecasts/min
[2025-12-12T20:36:40.546477] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:40.547408] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-12T20:36:40.547457] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-12T20:36:40.547488] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-12T20:36:40.548270] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:40.548331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:40.551038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:40.553595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:40.554719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:40.556122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:40.558982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:40.573096] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:40.673736] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-12T20:36:40.673810] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=52.8901%)
[2025-12-12T20:36:40.674216] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-12T20:36:40.674278] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-12T20:36:40.674650] [INFO ] [main      ] Progress: 188/415 forecasts completed (45.3%). DIOD finished in 0.7s. ETA: 40.1s. Rate: 339.41 forecasts/min
[2025-12-12T20:36:40.687088] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:40.688240] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-12T20:36:40.688304] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-12T20:36:40.688342] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-12T20:36:40.689232] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:40.689308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:40.691120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:40.691329] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:40.691710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:40.692169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:40.692631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:40.693878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:40.696687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:40.699636] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:40.760246] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-12T20:36:40.760322] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=63.3303%)
[2025-12-12T20:36:40.760702] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-12T20:36:40.760765] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-12T20:36:40.762156] [INFO ] [main      ] Progress: 189/415 forecasts completed (45.5%). SVC finished in 0.8s. ETA: 39.8s. Rate: 340.32 forecasts/min
[2025-12-12T20:36:40.772545] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:40.773541] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-12T20:36:40.773615] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-12T20:36:40.773651] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-12T20:36:40.774445] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:40.774505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:40.776169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:40.777235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:40.829985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:40.910733] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-12
[2025-12-12T20:36:40.913267] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-12T20:36:40.913339] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-4.42% (Conf=52.596%)
[2025-12-12T20:36:40.913711] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-12T20:36:40.913762] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-12T20:36:40.914631] [INFO ] [main      ] Progress: 190/415 forecasts completed (45.8%). MHK finished in 0.8s. ETA: 39.6s. Rate: 340.56 forecasts/min
[2025-12-12T20:36:40.926302] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:40.927289] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-12T20:36:40.927341] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-12T20:36:40.927372] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-12T20:36:40.928165] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:40.928238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:40.933161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:40.933855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:40.934532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:40.938502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.042591] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.081527] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.201769] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-12T20:36:41.201832] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=36.281%)
[2025-12-12T20:36:41.202154] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-12T20:36:41.202207] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-12T20:36:41.203031] [INFO ] [main      ] Progress: 191/415 forecasts completed (46.0%). AOD finished in 0.7s. ETA: 39.6s. Rate: 339.43 forecasts/min
[2025-12-12T20:36:41.212532] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.213384] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.214991] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.216126] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-12T20:36:41.216180] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-12T20:36:41.216210] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-12T20:36:41.217010] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:41.217071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:41.222106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:41.223331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:41.225180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:41.226400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:36:41.227870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:36:41.233673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.280189] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.311457] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-12T20:36:41.311525] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=53.4824%)
[2025-12-12T20:36:41.311883] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-12T20:36:41.311932] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-12T20:36:41.312658] [INFO ] [main      ] Progress: 192/415 forecasts completed (46.3%). MRK finished in 0.6s. ETA: 39.3s. Rate: 340.11 forecasts/min
[2025-12-12T20:36:41.326257] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.327453] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-12T20:36:41.327527] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-12T20:36:41.327569] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-12T20:36:41.328770] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:41.328847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:41.334277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:41.336265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:41.336863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:41.337322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:41.337768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:41.338841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.389931] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.454393] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.458456] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-12T20:36:41.458539] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-5.01% (Conf=52.6574%)
[2025-12-12T20:36:41.459034] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-12T20:36:41.459091] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-12T20:36:41.459651] [INFO ] [main      ] Progress: 193/415 forecasts completed (46.5%). TROX finished in 0.7s. ETA: 39.1s. Rate: 340.40 forecasts/min
[2025-12-12T20:36:41.472106] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.473124] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-12T20:36:41.473178] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-12T20:36:41.473211] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-12T20:36:41.474087] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:41.474151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:41.475079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:41.526830] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-12T20:36:41.526897] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=2.72% (Conf=51.1404%)
[2025-12-12T20:36:41.527273] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-12T20:36:41.527324] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-12T20:36:41.527626] [INFO ] [main      ] Progress: 194/415 forecasts completed (46.7%). HL finished in 0.6s. ETA: 38.8s. Rate: 341.48 forecasts/min
[2025-12-12T20:36:41.538514] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.539500] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-12T20:36:41.539552] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-12T20:36:41.539602] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-12T20:36:41.540424] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:41.540486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:41.545495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:41.547400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:41.547907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:41.548315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:41.549000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.583178] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.595278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:41.596856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:41.601730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:41.604813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.711996] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.759149] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.830686] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-12T20:36:41.830760] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=50.8446%)
[2025-12-12T20:36:41.831069] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-12T20:36:41.831121] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-12T20:36:41.832031] [INFO ] [main      ] Progress: 195/415 forecasts completed (47.0%). VTYX finished in 0.6s. ETA: 38.8s. Rate: 340.20 forecasts/min
[2025-12-12T20:36:41.843788] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.844913] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-12T20:36:41.844977] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-12T20:36:41.845010] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-12T20:36:41.845815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:41.845875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:41.847689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:41.848196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:41.848670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:41.849374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:41.883923] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:41.893293] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.958370] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-12T20:36:41.958438] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=59.9138%)
[2025-12-12T20:36:41.958804] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-12T20:36:41.958857] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-12T20:36:41.959658] [INFO ] [main      ] Progress: 196/415 forecasts completed (47.2%). RSI finished in 0.6s. ETA: 38.6s. Rate: 340.68 forecasts/min
[2025-12-12T20:36:41.960699] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-12
[2025-12-12T20:36:41.970635] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:41.971751] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-12T20:36:41.971805] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-12T20:36:41.971837] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-12T20:36:41.972678] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:41.972740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:41.974449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:41.974997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:41.975429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:41.975889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:41.977053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:41.979084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.063286] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.124657] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-12T20:36:42.124721] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=45.3159%)
[2025-12-12T20:36:42.125083] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-12T20:36:42.125133] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-12T20:36:42.125627] [INFO ] [main      ] Progress: 197/415 forecasts completed (47.5%). OPAL finished in 0.6s. ETA: 38.4s. Rate: 340.78 forecasts/min
[2025-12-12T20:36:42.136266] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.137008] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.138137] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-12T20:36:42.138200] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-12T20:36:42.138233] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-12T20:36:42.139058] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:42.139119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:42.140893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:42.141409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:42.141853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:42.142652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:42.144694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.206643] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-12T20:36:42.206715] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=66.006%)
[2025-12-12T20:36:42.207178] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-12T20:36:42.207232] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-12T20:36:42.207659] [INFO ] [main      ] Progress: 198/415 forecasts completed (47.7%). EBC finished in 0.7s. ETA: 38.1s. Rate: 341.70 forecasts/min
[2025-12-12T20:36:42.210036] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-12
[2025-12-12T20:36:42.219448] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.220492] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-12T20:36:42.220562] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-12T20:36:42.220628] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-12T20:36:42.221478] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:42.221768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:42.223538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:42.224239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:42.224692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:42.225469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:42.226222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:42.228030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:42.229498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:42.230749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.320761] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-12
[2025-12-12T20:36:42.390301] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.455647] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-12T20:36:42.455716] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=54.3835%)
[2025-12-12T20:36:42.456109] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-12T20:36:42.456161] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-12T20:36:42.456969] [INFO ] [main      ] Progress: 199/415 forecasts completed (48.0%). HYMC finished in 0.6s. ETA: 38.0s. Rate: 340.99 forecasts/min
[2025-12-12T20:36:42.469712] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.471100] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-12T20:36:42.471154] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-12T20:36:42.471186] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-12T20:36:42.472052] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:42.472111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:42.474603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.495535] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-12
[2025-12-12T20:36:42.500514] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.566833] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-12T20:36:42.566913] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=55.1053%)
[2025-12-12T20:36:42.567383] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-12T20:36:42.567437] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-12T20:36:42.567675] [INFO ] [main      ] Progress: 200/415 forecasts completed (48.2%). ARCC finished in 0.6s. ETA: 37.8s. Rate: 341.62 forecasts/min
[2025-12-12T20:36:42.579781] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.580992] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-12T20:36:42.581051] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-12T20:36:42.581083] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-12T20:36:42.581937] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:42.581998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:42.582475] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-12
[2025-12-12T20:36:42.586978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:42.588983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:42.589497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:42.589938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:42.590736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.665719] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.737094] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-12T20:36:42.737163] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=43.1255%)
[2025-12-12T20:36:42.737727] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-12T20:36:42.737779] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-12T20:36:42.738658] [INFO ] [main      ] Progress: 201/415 forecasts completed (48.4%). BEP finished in 0.6s. ETA: 37.6s. Rate: 341.66 forecasts/min
[2025-12-12T20:36:42.750031] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.750985] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-12T20:36:42.751047] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-12T20:36:42.751078] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-12T20:36:42.752023] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:42.752083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:42.755217] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:42.757111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:42.758922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:42.759399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:42.759803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:42.762369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:42.763538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.839428] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-12
[2025-12-12T20:36:42.870848] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-12T20:36:42.870923] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=60.7726%)
[2025-12-12T20:36:42.871289] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-12T20:36:42.871340] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-12T20:36:42.871648] [INFO ] [main      ] Progress: 202/415 forecasts completed (48.7%). NEM finished in 0.7s. ETA: 37.4s. Rate: 342.07 forecasts/min
[2025-12-12T20:36:42.883548] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:42.885155] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-12T20:36:42.885208] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-12T20:36:42.885240] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-12T20:36:42.886092] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:42.886152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:42.891180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:42.944906] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.020331] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.100646] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.112789] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.139064] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-12T20:36:43.139140] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-5.73% (Conf=52.7731%)
[2025-12-12T20:36:43.139309] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-12T20:36:43.139356] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-12T20:36:43.141684] [INFO ] [main      ] Progress: 203/415 forecasts completed (48.9%). SYNA finished in 0.7s. ETA: 37.3s. Rate: 341.17 forecasts/min
[2025-12-12T20:36:43.152865] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.154003] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-12T20:36:43.154056] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-12T20:36:43.154088] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-12T20:36:43.154970] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:43.155037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:43.160393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:43.204622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:43.207260] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-12T20:36:43.207328] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=11.63% (Conf=38.1053%)
[2025-12-12T20:36:43.207685] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-12T20:36:43.207736] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-12T20:36:43.208477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:43.208681] [INFO ] [main      ] Progress: 204/415 forecasts completed (49.2%). AEHL finished in 0.6s. ETA: 37.0s. Rate: 342.21 forecasts/min
[2025-12-12T20:36:43.219854] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.221830] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-12T20:36:43.221883] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-12T20:36:43.221913] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-12T20:36:43.222714] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:43.222776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:43.227770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:43.228034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:43.230048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:43.230538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:43.230978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:43.231901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:43.244832] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.270300] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.280995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:43.282666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:43.285059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:43.286222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:43.356306] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-12T20:36:43.356384] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=48.2582%)
[2025-12-12T20:36:43.356553] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-12T20:36:43.357056] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-12T20:36:43.357675] [INFO ] [main      ] Progress: 205/415 forecasts completed (49.4%). QQQI finished in 0.6s. ETA: 36.8s. Rate: 342.46 forecasts/min
[2025-12-12T20:36:43.370319] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.371256] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-12T20:36:43.371307] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-12T20:36:43.371352] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-12T20:36:43.372132] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:43.372193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:43.377259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:43.379634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:43.380141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:43.380562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:43.423217] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.430063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:43.432463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:43.436381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:43.437145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:43.440048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:43.577633] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.590644] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-12T20:36:43.590716] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=57.9848%)
[2025-12-12T20:36:43.590888] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-12T20:36:43.590934] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-12T20:36:43.592658] [INFO ] [main      ] Progress: 206/415 forecasts completed (49.6%). BLK finished in 0.7s. ETA: 36.7s. Rate: 341.89 forecasts/min
[2025-12-12T20:36:43.603744] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.604741] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-12T20:36:43.604799] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-12T20:36:43.604832] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-12T20:36:43.605667] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:43.605736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:43.606476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:43.652258] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.654957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:43.750171] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.787124] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-12
[2025-12-12T20:36:43.826737] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-12T20:36:43.826805] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=51.8734%)
[2025-12-12T20:36:43.826963] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-12T20:36:43.827006] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-12T20:36:43.828549] [INFO ] [main      ] Progress: 207/415 forecasts completed (49.9%). COYA finished in 0.7s. ETA: 36.6s. Rate: 341.32 forecasts/min
[2025-12-12T20:36:43.836458] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:43.839483] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.841099] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-12T20:36:43.841151] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-12T20:36:43.841181] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-12T20:36:43.841974] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:43.842033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:43.846910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:43.849385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:43.853595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:43.924063] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-12T20:36:43.924129] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=5.43% (Conf=40.7657%)
[2025-12-12T20:36:43.924499] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-12T20:36:43.924563] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-12T20:36:43.924657] [INFO ] [main      ] Progress: 208/415 forecasts completed (50.1%). CRMD finished in 0.7s. ETA: 36.3s. Rate: 342.07 forecasts/min
[2025-12-12T20:36:43.937010] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:43.937839] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-12T20:36:43.937905] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-12T20:36:43.937947] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-12T20:36:43.939006] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:43.939080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:43.944562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:43.954940] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.014592] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.066082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:44.067558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.097462] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-12T20:36:44.097529] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=54.3049%)
[2025-12-12T20:36:44.097893] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-12T20:36:44.097944] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-12T20:36:44.099654] [INFO ] [main      ] Progress: 209/415 forecasts completed (50.4%). BLTE finished in 0.7s. ETA: 36.1s. Rate: 342.07 forecasts/min
[2025-12-12T20:36:44.110292] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.111358] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-12T20:36:44.111411] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-12T20:36:44.111443] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-12T20:36:44.112264] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:44.112323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:44.113094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.188460] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.199342] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.279265] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-12T20:36:44.279344] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=3.77% (Conf=55.1157%)
[2025-12-12T20:36:44.279764] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-12T20:36:44.279817] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-12T20:36:44.281648] [INFO ] [main      ] Progress: 210/415 forecasts completed (50.6%). MBIN finished in 0.7s. ETA: 36.0s. Rate: 342.01 forecasts/min
[2025-12-12T20:36:44.292598] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.293599] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-12T20:36:44.293651] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-12T20:36:44.293683] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-12T20:36:44.294516] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:44.294597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:44.296431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:44.297033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:44.297845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:44.338182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:44.339148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.368625] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.431095] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-12T20:36:44.431163] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=-6.52% (Conf=49.2825%)
[2025-12-12T20:36:44.431315] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-12T20:36:44.431358] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-12T20:36:44.432030] [INFO ] [main      ] Progress: 211/415 forecasts completed (50.8%). NXGL finished in 0.6s. ETA: 35.8s. Rate: 342.24 forecasts/min
[2025-12-12T20:36:44.443869] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.444842] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-12T20:36:44.444905] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-12T20:36:44.444937] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-12T20:36:44.445865] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:44.445924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:44.446733] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.447644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:44.448153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:44.448772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:44.450149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:44.463794] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.526016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.629880] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.641739] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.695082] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-12T20:36:44.695149] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=53.5245%)
[2025-12-12T20:36:44.695500] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-12T20:36:44.695550] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-12T20:36:44.695662] [INFO ] [main      ] Progress: 212/415 forecasts completed (51.1%). EGY finished in 0.6s. ETA: 35.7s. Rate: 341.43 forecasts/min
[2025-12-12T20:36:44.701701] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.707860] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.709031] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-12T20:36:44.709087] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-12T20:36:44.709119] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-12T20:36:44.710025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:44.710086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:44.710872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:44.712025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:44.714385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:44.716250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.725961] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-12T20:36:44.726049] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=55.3015%)
[2025-12-12T20:36:44.726501] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-12T20:36:44.726624] [INFO ] [main      ] Progress: 213/415 forecasts completed (51.3%). PTF finished in 0.8s. ETA: 35.4s. Rate: 342.76 forecasts/min
[2025-12-12T20:36:44.726559] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-12T20:36:44.742267] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.743298] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-12T20:36:44.743357] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-12T20:36:44.743390] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-12T20:36:44.744246] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:44.744312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:44.749385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:44.751295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:44.751813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:44.793256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:44.794939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:44.865815] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-12
[2025-12-12T20:36:44.879898] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:44.936255] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-12T20:36:44.936331] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2025-12-12T20:36:44.936852] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-12T20:36:44.936909] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-12T20:36:44.937659] [INFO ] [main      ] Progress: 214/415 forecasts completed (51.6%). IGSB finished in 0.7s. ETA: 35.2s. Rate: 342.43 forecasts/min
[2025-12-12T20:36:44.950383] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:44.951345] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-12T20:36:44.951404] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-12T20:36:44.951436] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-12T20:36:44.952440] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:44.952501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:45.034791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:45.035914] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:45.037286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:45.038831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.090599] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-12T20:36:45.091050] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=61.4774%)
[2025-12-12T20:36:45.091208] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-12T20:36:45.091252] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-12T20:36:45.091993] [INFO ] [main      ] Progress: 215/415 forecasts completed (51.8%). CGEN finished in 0.7s. ETA: 35.0s. Rate: 342.62 forecasts/min
[2025-12-12T20:36:45.096005] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.106038] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:45.107057] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-12T20:36:45.107107] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-12T20:36:45.107138] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-12T20:36:45.107930] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:45.107990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:45.116175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:45.117234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:45.118958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:45.168404] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.194866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:45.197758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:45.198799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.284663] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:45.337342] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:45.384706] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.416456] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-12T20:36:45.416529] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=59.4912%)
[2025-12-12T20:36:45.416991] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-12T20:36:45.417057] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-12T20:36:45.417600] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-12T20:36:45.417668] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=54.1952%)
[2025-12-12T20:36:45.417659] [INFO ] [main      ] Progress: 216/415 forecasts completed (52.0%). DKS finished in 0.7s. ETA: 35.0s. Rate: 341.26 forecasts/min
[2025-12-12T20:36:45.418398] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-12T20:36:45.418503] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-12T20:36:45.419629] [INFO ] [main      ] Progress: 217/415 forecasts completed (52.3%). CNO finished in 0.7s. ETA: 34.7s. Rate: 342.82 forecasts/min
[2025-12-12T20:36:45.430163] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:45.430705] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:45.431247] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-12T20:36:45.431305] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-12T20:36:45.431336] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-12T20:36:45.431515] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-12T20:36:45.431791] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-12T20:36:45.431838] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-12T20:36:45.432328] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:45.432387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:45.432901] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:45.432965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:45.434848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:45.435410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:45.470615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:45.471879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:45.473716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:45.476336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.488129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:45.508544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:45.510164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:45.512001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.533436] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.550015] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:45.620916] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-12T20:36:45.620996] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-6.47% (Conf=56.6818%)
[2025-12-12T20:36:45.621346] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-12T20:36:45.621396] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-12T20:36:45.621682] [INFO ] [main      ] Progress: 218/415 forecasts completed (52.5%). NEOG finished in 0.7s. ETA: 34.5s. Rate: 342.58 forecasts/min
[2025-12-12T20:36:45.632857] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:45.633762] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-12T20:36:45.633820] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-12T20:36:45.633851] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-12T20:36:45.634666] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-12T20:36:45.634739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:45.636416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:45.636940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:45.637333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:45.638968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:45.680045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:45.681241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:45.682505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:45.684602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:45.701514] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:45.703089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:45.704673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:45.706297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.771111] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-12T20:36:45.771176] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=3.22% (Conf=55.3167%)
[2025-12-12T20:36:45.771341] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-12T20:36:45.771385] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-12T20:36:45.772332] [INFO ] [main      ] Progress: 219/415 forecasts completed (52.8%). AUDC finished in 0.7s. ETA: 34.3s. Rate: 342.80 forecasts/min
[2025-12-12T20:36:45.783215] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:45.784150] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-12T20:36:45.784201] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-12T20:36:45.784231] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-12T20:36:45.785013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:45.785072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:45.786829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:45.787333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:45.787929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:45.789068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:45.791786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:45.825891] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.953322] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-12
[2025-12-12T20:36:45.992226] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.054680] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.113563] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-12T20:36:46.113647] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=62.3143%)
[2025-12-12T20:36:46.113979] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-12T20:36:46.114030] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-12T20:36:46.114663] [INFO ] [main      ] Progress: 220/415 forecasts completed (53.0%). MRVL finished in 0.7s. ETA: 34.3s. Rate: 341.32 forecasts/min
[2025-12-12T20:36:46.125316] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.126288] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-12T20:36:46.126354] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-12T20:36:46.126395] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-12T20:36:46.127191] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:46.127253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:46.128186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:46.129542] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.136917] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.178773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:46.180004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:46.182000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:46.184783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:46.226898] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.278441] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-12T20:36:46.278517] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=3.13% (Conf=61.376%)
[2025-12-12T20:36:46.278714] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-12T20:36:46.278763] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-12T20:36:46.279834] [INFO ] [main      ] Progress: 221/415 forecasts completed (53.3%). KEYS finished in 0.9s. ETA: 34.1s. Rate: 341.41 forecasts/min
[2025-12-12T20:36:46.291543] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.292731] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-12T20:36:46.292786] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-12T20:36:46.292818] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-12T20:36:46.293943] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:46.294008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:46.299749] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.300272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:46.302341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:46.303071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:46.303466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:46.304368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:46.305404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:36:46.306074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:46.374261] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-12T20:36:46.374329] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-12T20:36:46.374868] [INFO ] [main      ] Fetching symbol history for TWG...
[2025-12-12T20:36:46.374923] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2025-12-12T20:36:46.375662] [INFO ] [main      ] Progress: 222/415 forecasts completed (53.5%). EOD finished in 0.8s. ETA: 33.8s. Rate: 342.11 forecasts/min
[2025-12-12T20:36:46.388851] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.389892] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2025-12-12T20:36:46.389963] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2025-12-12T20:36:46.389995] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2025-12-12T20:36:46.390988] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:46.391045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:46.391852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:46.413925] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-12T20:36:46.413991] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=48.8129%)
[2025-12-12T20:36:46.414156] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-12T20:36:46.414198] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-12T20:36:46.415655] [INFO ] [main      ] Progress: 223/415 forecasts completed (53.7%). STE finished in 0.6s. ETA: 33.6s. Rate: 343.30 forecasts/min
[2025-12-12T20:36:46.426482] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.427403] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-12T20:36:46.427454] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-12T20:36:46.427485] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-12T20:36:46.428278] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:46.428337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:46.433246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:46.508616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:46.531353] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.545562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:46.547233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:46.650379] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.700564] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.781733] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-12T20:36:46.781799] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=64.0327%)
[2025-12-12T20:36:46.782161] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-12T20:36:46.782212] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-12T20:36:46.782668] [INFO ] [main      ] Progress: 224/415 forecasts completed (54.0%). PRFZ finished in 0.7s. ETA: 33.5s. Rate: 341.62 forecasts/min
[2025-12-12T20:36:46.792999] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.794133] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-12T20:36:46.794185] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-12T20:36:46.794217] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-12T20:36:46.795015] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-12T20:36:46.795081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:46.799894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:46.801681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:46.802155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:46.802607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:46.802995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:46.803753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:46.804545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:46.806966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:46.816241] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:46.853939] [DEBUG] [MAG       ] TWG: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.886931] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-12
[2025-12-12T20:36:46.915477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:46.917334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:46.956020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:46.957080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:46.961529] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-12T20:36:46.961612] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=63.5582%)
[2025-12-12T20:36:46.961970] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-12T20:36:46.962019] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-12T20:36:46.962664] [INFO ] [main      ] Progress: 225/415 forecasts completed (54.2%). ULTA finished in 0.7s. ETA: 33.4s. Rate: 341.58 forecasts/min
[2025-12-12T20:36:46.974344] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:46.975342] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-12T20:36:46.975410] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-12T20:36:46.975449] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-12T20:36:46.976240] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:46.976302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:46.981131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:46.982935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:46.983401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:46.983805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:46.984733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:46.985677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:47.006828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:47.007835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:47.009127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:47.025336] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.057163] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.059892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:47.061336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:47.063823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.089662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.139035] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-12T20:36:47.139102] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-6.40% (Conf=53.2489%)
[2025-12-12T20:36:47.139261] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-12T20:36:47.139305] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-12T20:36:47.140661] [INFO ] [main      ] Progress: 226/415 forecasts completed (54.5%). DRIO finished in 0.7s. ETA: 33.2s. Rate: 341.56 forecasts/min
[2025-12-12T20:36:47.151998] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.153051] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-12T20:36:47.153103] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-12T20:36:47.153134] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-12T20:36:47.153927] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:47.153987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:47.155780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:47.156309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:47.156716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:47.157646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:47.238415] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2025-12-12T20:36:47.238499] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=-95.58% (Conf=18.2589%)
[2025-12-12T20:36:47.238880] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-12T20:36:47.238934] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-12T20:36:47.239657] [INFO ] [main      ] Progress: 227/415 forecasts completed (54.7%). TWG finished in 0.9s. ETA: 33.0s. Rate: 342.22 forecasts/min
[2025-12-12T20:36:47.250555] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.251729] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-12T20:36:47.251783] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-12T20:36:47.251815] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-12T20:36:47.252659] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:47.252719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:47.257800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:47.259941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:47.260498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:47.260927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.276716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:47.279327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.406299] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-12
[2025-12-12T20:36:47.463824] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-12
[2025-12-12T20:36:47.580974] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.622937] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-12
[2025-12-12T20:36:47.629845] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-12
[2025-12-12T20:36:47.645692] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.653138] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-12T20:36:47.653205] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=55.0169%)
[2025-12-12T20:36:47.653586] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-12T20:36:47.653638] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-12T20:36:47.653667] [INFO ] [main      ] Progress: 228/415 forecasts completed (54.9%). VLRS finished in 0.7s. ETA: 33.0s. Rate: 340.19 forecasts/min
[2025-12-12T20:36:47.665527] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.666511] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-12T20:36:47.666568] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-12T20:36:47.666626] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-12T20:36:47.667412] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:47.667470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:47.672897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:47.675782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:47.676628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:47.679422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.715782] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-12T20:36:47.715849] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-12T20:36:47.716021] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-12T20:36:47.716070] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-12T20:36:47.720657] [INFO ] [main      ] Progress: 229/415 forecasts completed (55.2%). SBI finished in 0.9s. ETA: 32.7s. Rate: 341.11 forecasts/min
[2025-12-12T20:36:47.731917] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.733039] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-12T20:36:47.733093] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-12T20:36:47.733125] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-12T20:36:47.733973] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:47.734037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:47.739098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:47.739968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:47.742693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:47.743901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:47.744638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:47.759861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:47.760733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.803451] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.813981] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:47.871670] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-12T20:36:47.871735] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=53.0749%)
[2025-12-12T20:36:47.871894] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-12T20:36:47.871937] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-12T20:36:47.873430] [INFO ] [main      ] Progress: 230/415 forecasts completed (55.4%). HBNC finished in 0.7s. ETA: 32.5s. Rate: 341.31 forecasts/min
[2025-12-12T20:36:47.883942] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.885023] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-12T20:36:47.885097] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-12T20:36:47.885130] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-12T20:36:47.885940] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:47.885999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:47.886634] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-12T20:36:47.886708] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=59.6899%)
[2025-12-12T20:36:47.887091] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-12T20:36:47.887144] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-12T20:36:47.887626] [INFO ] [main      ] Progress: 231/415 forecasts completed (55.7%). GTY finished in 0.6s. ETA: 32.2s. Rate: 342.67 forecasts/min
[2025-12-12T20:36:47.887519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:47.899625] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:47.903701] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-12T20:36:47.903767] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-12T20:36:47.903800] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-12T20:36:47.904650] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:47.904709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:47.909461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:47.911279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:47.911785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:47.912175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:47.912898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:47.966438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.027817] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.128187] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.200026] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:48.284356] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.299421] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-12T20:36:48.299499] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=58.5019%)
[2025-12-12T20:36:48.299996] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-12T20:36:48.300049] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-12T20:36:48.300665] [INFO ] [main      ] Progress: 232/415 forecasts completed (55.9%). PEG finished in 0.6s. ETA: 32.2s. Rate: 340.68 forecasts/min
[2025-12-12T20:36:48.312082] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:48.313035] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-12T20:36:48.313086] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-12T20:36:48.313117] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-12T20:36:48.313199] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:48.313905] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:48.313969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:48.314744] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.319115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:48.319965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:48.320555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:48.322456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:48.322949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:48.324147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:48.325876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:48.327074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:48.327762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.390876] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-12T20:36:48.390952] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=48.3267%)
[2025-12-12T20:36:48.391348] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-12T20:36:48.391422] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-12T20:36:48.392654] [INFO ] [main      ] Progress: 233/415 forecasts completed (56.1%). ABSI finished in 0.7s. ETA: 32.0s. Rate: 341.38 forecasts/min
[2025-12-12T20:36:48.404248] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:48.405395] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-12T20:36:48.405450] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-12T20:36:48.405488] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-12T20:36:48.406670] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:48.406742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:48.407650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:48.460032] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:48.487675] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:48.519005] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-12T20:36:48.519091] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=54.9399%)
[2025-12-12T20:36:48.519261] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-12T20:36:48.519306] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-12T20:36:48.519872] [INFO ] [main      ] Progress: 234/415 forecasts completed (56.4%). VCSH finished in 0.6s. ETA: 31.8s. Rate: 341.78 forecasts/min
[2025-12-12T20:36:48.532596] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:48.533945] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-12T20:36:48.534003] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-12T20:36:48.534035] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-12T20:36:48.535128] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:48.535193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:48.536843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:48.539064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:48.540415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:48.540671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:48.541779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:48.542822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:48.543336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:48.543924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:48.544046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:48.544628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:48.544826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.545839] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-12T20:36:48.545906] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-5.42% (Conf=52.7865%)
[2025-12-12T20:36:48.545952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:48.546108] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-12T20:36:48.546156] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-12T20:36:48.546898] [INFO ] [main      ] Progress: 235/415 forecasts completed (56.6%). OMEX finished in 0.7s. ETA: 31.5s. Rate: 343.01 forecasts/min
[2025-12-12T20:36:48.548210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:48.550393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.560264] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:48.561952] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-12T20:36:48.562016] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-12T20:36:48.562049] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-12T20:36:48.562910] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:48.562973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:48.568381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:48.570305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:48.570815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:48.571272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:48.571982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:48.573895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:48.576348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-12T20:36:48.577112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:48.578366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.676105] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.849877] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:48.910012] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-12T20:36:48.910079] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=38.2694%)
[2025-12-12T20:36:48.910428] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-12T20:36:48.910479] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-12T20:36:48.910661] [INFO ] [main      ] Progress: 236/415 forecasts completed (56.9%). NXC finished in 0.6s. ETA: 31.5s. Rate: 341.45 forecasts/min
[2025-12-12T20:36:48.921558] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:48.922826] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-12T20:36:48.922879] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-12T20:36:48.922913] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-12T20:36:48.923684] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:48.923742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:48.928975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:48.929681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:48.932139] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.935103] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-12
[2025-12-12T20:36:48.947351] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-12
[2025-12-12T20:36:49.109893] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.117060] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.125315] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.211203] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-12T20:36:49.211275] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-3.80% (Conf=43.6884%)
[2025-12-12T20:36:49.211683] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-12T20:36:49.211737] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-12T20:36:49.211937] [INFO ] [main      ] Progress: 237/415 forecasts completed (57.1%). NAAS finished in 0.7s. ETA: 31.4s. Rate: 340.43 forecasts/min
[2025-12-12T20:36:49.212923] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-12T20:36:49.212994] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=56.0922%)
[2025-12-12T20:36:49.213176] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-12T20:36:49.213226] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-12T20:36:49.213696] [INFO ] [main      ] Progress: 238/415 forecasts completed (57.3%). HOMB finished in 0.8s. ETA: 31.1s. Rate: 341.85 forecasts/min
[2025-12-12T20:36:49.225593] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:49.226610] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-12T20:36:49.226667] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-12T20:36:49.226699] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-12T20:36:49.227563] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:49.227651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:49.228328] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:49.229220] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-12T20:36:49.229294] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-12T20:36:49.229336] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-12T20:36:49.229436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:49.230049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:49.230390] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:49.230453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:49.230465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:49.236144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:49.237392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:49.238777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:36:49.240337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:49.270335] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-12
[2025-12-12T20:36:49.284141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:49.285514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:49.286277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:49.401955] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-12T20:36:49.402024] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=53.7006%)
[2025-12-12T20:36:49.402370] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-12T20:36:49.402421] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-12T20:36:49.402815] [INFO ] [main      ] Progress: 239/415 forecasts completed (57.6%). GE finished in 0.9s. ETA: 30.9s. Rate: 341.74 forecasts/min
[2025-12-12T20:36:49.416971] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:49.418161] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-12T20:36:49.418220] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-12T20:36:49.418254] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-12T20:36:49.419305] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:49.419368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:49.424763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:49.426598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:49.427086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:49.427493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:49.429972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:36:49.433953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:49.447957] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.525776] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-12T20:36:49.525842] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=65.8947%)
[2025-12-12T20:36:49.526003] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-12T20:36:49.526049] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-12T20:36:49.527659] [INFO ] [main      ] Progress: 240/415 forecasts completed (57.8%). WBX finished in 0.6s. ETA: 30.7s. Rate: 342.15 forecasts/min
[2025-12-12T20:36:49.539179] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:49.540491] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-12T20:36:49.540551] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-12T20:36:49.540599] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-12T20:36:49.541547] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:49.541629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:49.543391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:49.544121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:49.544512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:49.545281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:49.546148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:49.587597] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-12
[2025-12-12T20:36:49.626553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:49.648796] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-12
[2025-12-12T20:36:49.771717] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.799012] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-12
[2025-12-12T20:36:49.857066] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:49.927654] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-12T20:36:49.927727] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=50.1663%)
[2025-12-12T20:36:49.928120] [INFO ] [main      ] Progress: 241/415 forecasts completed (58.1%). NABL finished in 0.7s. ETA: 30.7s. Rate: 340.34 forecasts/min
[2025-12-12T20:36:49.928267] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-12T20:36:49.928324] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-12T20:36:49.941932] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:49.943205] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-12T20:36:49.943279] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-12T20:36:49.943317] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-12T20:36:49.944613] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:49.944700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:49.946665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:49.947219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:49.948303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:49.953267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:49.954616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:49.955460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:49.956310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:49.957774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:49.960263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:50.028469] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-12T20:36:50.028612] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-30.95% (Conf=29.7596%)
[2025-12-12T20:36:50.029145] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-12T20:36:50.029222] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-12T20:36:50.029675] [INFO ] [main      ] Progress: 242/415 forecasts completed (58.3%). CNSP finished in 0.8s. ETA: 30.4s. Rate: 340.93 forecasts/min
[2025-12-12T20:36:50.039836] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:50.047427] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:50.049158] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-12T20:36:50.049249] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-12T20:36:50.049291] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-12T20:36:50.050717] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:50.050814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:50.057873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:50.059218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:50.060508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:50.077043] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-12
[2025-12-12T20:36:50.319530] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-12T20:36:50.319656] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=15.22% (Conf=58.5843%)
[2025-12-12T20:36:50.321679] [INFO ] [main      ] Progress: 243/415 forecasts completed (58.6%). TSDD finished in 0.9s. ETA: 30.4s. Rate: 340.01 forecasts/min
[2025-12-12T20:36:50.319897] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-12T20:36:50.322456] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-12T20:36:50.340126] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:50.341561] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-12T20:36:50.341665] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-12T20:36:50.341709] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-12T20:36:50.343199] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:50.343301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:50.352141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:50.355258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:50.355210] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:50.356011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:50.356595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:50.360331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:50.365295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:50.466325] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-12T20:36:50.466425] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=51.7626%)
[2025-12-12T20:36:50.467030] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-12T20:36:50.467110] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-12T20:36:50.467686] [INFO ] [main      ] Progress: 244/415 forecasts completed (58.8%). NLOP finished in 0.9s. ETA: 30.2s. Rate: 340.25 forecasts/min
[2025-12-12T20:36:50.483813] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:50.485212] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-12T20:36:50.485304] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-12T20:36:50.485353] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-12T20:36:50.486629] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-12
[2025-12-12T20:36:50.486820] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:50.486916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:50.494422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:50.497383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:50.498130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:50.498710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:50.606445] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-12
[2025-12-12T20:36:50.669345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:50.671399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:50.674714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:50.675408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:50.677023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:50.679745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:50.748733] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:50.825010] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-12T20:36:50.825081] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%)
[2025-12-12T20:36:50.825480] [INFO ] [main      ] Progress: 245/415 forecasts completed (59.0%). SHY finished in 0.9s. ETA: 30.1s. Rate: 338.83 forecasts/min
[2025-12-12T20:36:50.825632] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-12T20:36:50.825679] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-12T20:36:50.833001] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-12
[2025-12-12T20:36:50.837664] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:50.838875] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-12T20:36:50.838947] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-12T20:36:50.838991] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-12T20:36:50.840008] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:50.840080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:50.843685] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:50.847067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:50.934276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:50.936407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:50.937465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:50.938892] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-12T20:36:50.938987] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-8.40% (Conf=36.3287%)
[2025-12-12T20:36:50.939428] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-12T20:36:50.939485] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-12T20:36:50.941133] [INFO ] [main      ] Progress: 246/415 forecasts completed (59.3%). WBTN finished in 0.9s. ETA: 29.9s. Rate: 339.31 forecasts/min
[2025-12-12T20:36:50.942247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:50.952507] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:50.953753] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-12T20:36:50.953824] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-12T20:36:50.953857] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-12T20:36:50.955202] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:50.955270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:50.960468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:51.000964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:51.002463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:51.003145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:51.004990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:51.005749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:36:51.007505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.047635] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:51.114701] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-12T20:36:51.114772] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=56.5313%)
[2025-12-12T20:36:51.114935] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-12T20:36:51.114982] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-12T20:36:51.116694] [INFO ] [main      ] Progress: 247/415 forecasts completed (59.5%). SIEB finished in 0.8s. ETA: 29.7s. Rate: 339.32 forecasts/min
[2025-12-12T20:36:51.129868] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:51.130927] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-12T20:36:51.130988] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-12T20:36:51.131022] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-12T20:36:51.131976] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:51.132044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:51.134020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:51.134595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:51.135039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.157375] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-12
[2025-12-12T20:36:51.317933] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-12
[2025-12-12T20:36:51.323629] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:51.362080] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-12
[2025-12-12T20:36:51.455506] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-12T20:36:51.455771] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=50.4264%)
[2025-12-12T20:36:51.456130] [INFO ] [main      ] Fetching symbol history for PPH...
[2025-12-12T20:36:51.456180] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2025-12-12T20:36:51.456688] [INFO ] [main      ] Progress: 248/415 forecasts completed (59.8%). ESTC finished in 1.0s. ETA: 29.6s. Rate: 338.06 forecasts/min
[2025-12-12T20:36:51.467770] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:51.468674] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2025-12-12T20:36:51.468730] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-12T20:36:51.468762] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2025-12-12T20:36:51.469526] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:51.469607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:51.471556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:51.472091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:51.472545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:51.503416] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:51.506471] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-12
[2025-12-12T20:36:51.539736] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:51.582766] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-12T20:36:51.582839] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=4.65% (Conf=59.5977%)
[2025-12-12T20:36:51.583198] [INFO ] [main      ] Progress: 249/415 forecasts completed (60.0%). VEEE finished in 0.8s. ETA: 29.4s. Rate: 338.45 forecasts/min
[2025-12-12T20:36:51.583333] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-12T20:36:51.583381] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-12T20:36:51.584464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:36:51.585995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:51.589265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.597001] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:51.598175] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-12T20:36:51.598230] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-12T20:36:51.598262] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-12T20:36:51.599285] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:51.599347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:51.600422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:51.604016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:51.605287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:51.606476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.636214] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-12T20:36:51.636280] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=55.1025%)
[2025-12-12T20:36:51.636731] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-12T20:36:51.636782] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-12T20:36:51.637661] [INFO ] [main      ] Progress: 250/415 forecasts completed (60.2%). INTC finished in 0.7s. ETA: 29.2s. Rate: 339.39 forecasts/min
[2025-12-12T20:36:51.648494] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:51.649679] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-12T20:36:51.649732] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-12T20:36:51.649763] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-12T20:36:51.650611] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:51.650675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:51.655992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:51.658253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:51.658764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:51.659156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:51.660832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:51.694181] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:51.702253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:51.703748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:51.704419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:51.707430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:51.709030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.810115] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-12T20:36:51.810186] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=67.6611%)
[2025-12-12T20:36:51.810352] [INFO ] [main      ] Fetching symbol history for FLYE...
[2025-12-12T20:36:51.811121] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2025-12-12T20:36:51.811659] [INFO ] [main      ] Progress: 251/415 forecasts completed (60.5%). ACM finished in 0.7s. ETA: 29.0s. Rate: 339.41 forecasts/min
[2025-12-12T20:36:51.827377] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:51.828363] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2025-12-12T20:36:51.828434] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2025-12-12T20:36:51.828471] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2025-12-12T20:36:51.829467] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:51.829538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:51.834965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:51.836906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:51.837434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:51.837874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:51.931493] [DEBUG] [MAG       ] PPH: Last date is validated at 2025-12-12
[2025-12-12T20:36:51.976018] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.062342] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.109355] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.152911] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.206904] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2025-12-12T20:36:52.206969] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=54.0703%)
[2025-12-12T20:36:52.207316] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-12T20:36:52.207366] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-12T20:36:52.207341] [INFO ] [main      ] Progress: 252/415 forecasts completed (60.7%). PPH finished in 0.8s. ETA: 29.0s. Rate: 337.75 forecasts/min
[2025-12-12T20:36:52.220746] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:52.221658] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-12T20:36:52.221711] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-12T20:36:52.221742] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-12T20:36:52.222522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:52.222816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:52.225410] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-12T20:36:52.225486] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=58.8929%)
[2025-12-12T20:36:52.225684] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-12T20:36:52.225927] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-12T20:36:52.227157] [INFO ] [main      ] Progress: 253/415 forecasts completed (61.0%). JVA finished in 0.6s. ETA: 28.7s. Rate: 338.94 forecasts/min
[2025-12-12T20:36:52.228353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:52.230903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:52.231720] [DEBUG] [MAG       ] FLYE: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.237966] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:52.238790] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-12T20:36:52.238846] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-12T20:36:52.238877] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-12T20:36:52.239721] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:52.239780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:52.241507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:52.244415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:52.253116] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.259321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:52.306960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:52.309189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:52.327462] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-12T20:36:52.327533] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=4.22% (Conf=49.3732%)
[2025-12-12T20:36:52.327713] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-12T20:36:52.327757] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-12T20:36:52.329013] [INFO ] [main      ] Progress: 254/415 forecasts completed (61.2%). REFI finished in 0.7s. ETA: 28.5s. Rate: 339.51 forecasts/min
[2025-12-12T20:36:52.341641] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:52.342563] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-12T20:36:52.342638] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-12T20:36:52.342670] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-12T20:36:52.343664] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:52.343735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:52.344627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:52.345356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:52.346067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:52.347672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:52.431959] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.611150] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.670377] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2025-12-12T20:36:52.670445] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=106.96% (Conf=34.7569%)
[2025-12-12T20:36:52.670659] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-12T20:36:52.670709] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-12T20:36:52.672089] [INFO ] [main      ] Progress: 255/415 forecasts completed (61.4%). FLYE finished in 0.9s. ETA: 28.4s. Rate: 338.26 forecasts/min
[2025-12-12T20:36:52.675846] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.685777] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:52.686787] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-12T20:36:52.686862] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-12T20:36:52.686916] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-12T20:36:52.688063] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:52.688143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:52.690084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:52.712437] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-12
[2025-12-12T20:36:52.784428] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.867405] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-12T20:36:52.867470] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-3.39% (Conf=56.5187%)
[2025-12-12T20:36:52.867641] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-12T20:36:52.867686] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-12T20:36:52.868703] [INFO ] [main      ] Progress: 256/415 forecasts completed (61.7%). LCFY finished in 0.6s. ETA: 28.2s. Rate: 338.12 forecasts/min
[2025-12-12T20:36:52.870095] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.879415] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:52.880652] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-12T20:36:52.880704] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-12T20:36:52.880736] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-12T20:36:52.881547] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:52.881644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:52.883418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:52.883961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:52.884431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:52.884876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:52.887492] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:52.931922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:52.933097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:52.934852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:52.997915] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-12T20:36:52.997996] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=55.6969%)
[2025-12-12T20:36:52.998166] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-12-12T20:36:52.998212] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-12-12T20:36:53.000010] [INFO ] [main      ] Progress: 257/415 forecasts completed (61.9%). EOG finished in 0.8s. ETA: 28.0s. Rate: 338.46 forecasts/min
[2025-12-12T20:36:53.011979] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.013166] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-12-12T20:36:53.013219] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-12-12T20:36:53.013195] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-12T20:36:53.013263] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-12-12T20:36:53.013272] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-7.14% (Conf=49.6509%)
[2025-12-12T20:36:53.013621] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-12T20:36:53.013672] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-12T20:36:53.014082] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:53.014143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:53.014507] [INFO ] [main      ] Progress: 258/415 forecasts completed (62.2%). VAC finished in 0.7s. ETA: 27.7s. Rate: 339.67 forecasts/min
[2025-12-12T20:36:53.019679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:53.026512] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.027706] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-12T20:36:53.027759] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-12T20:36:53.027790] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-12T20:36:53.028595] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:53.028653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:53.029297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.068970] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-12
[2025-12-12T20:36:53.133830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:53.135774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:53.136570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.247291] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:53.283368] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-12
[2025-12-12T20:36:53.369135] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-12T20:36:53.369204] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=61.7785%)
[2025-12-12T20:36:53.369339] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-12
[2025-12-12T20:36:53.369553] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-12T20:36:53.369627] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-12T20:36:53.369657] [INFO ] [main      ] Progress: 259/415 forecasts completed (62.4%). GD finished in 0.7s. ETA: 27.7s. Rate: 338.35 forecasts/min
[2025-12-12T20:36:53.381425] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.382603] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-12T20:36:53.382661] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-12T20:36:53.382694] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-12T20:36:53.383504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:53.383603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:53.384567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:53.389320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:53.392230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.459220] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:53.498453] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-12-12
[2025-12-12T20:36:53.528563] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-12T20:36:53.528651] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=60.7176%)
[2025-12-12T20:36:53.528826] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-12T20:36:53.528874] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-12T20:36:53.530673] [INFO ] [main      ] Progress: 260/415 forecasts completed (62.7%). BHFAM finished in 0.7s. ETA: 27.5s. Rate: 338.47 forecasts/min
[2025-12-12T20:36:53.542661] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.543968] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-12T20:36:53.544023] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-12T20:36:53.544055] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-12T20:36:53.545121] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:53.545184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:53.550483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:53.552373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:53.553003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:53.553420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:53.554298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:53.556671] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:53.630459] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-12T20:36:53.630527] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=52.3226%)
[2025-12-12T20:36:53.630879] [INFO ] [main      ] Progress: 261/415 forecasts completed (62.9%). TRMD finished in 0.6s. ETA: 27.3s. Rate: 339.03 forecasts/min
[2025-12-12T20:36:53.631001] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-12T20:36:53.631052] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-12T20:36:53.643397] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.644350] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-12T20:36:53.644401] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-12T20:36:53.644433] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-12T20:36:53.645213] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:53.645272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:53.650106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:53.651887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:53.652355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:53.653968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.674500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.681257] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:53.748366] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-12-12T20:36:53.748435] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=55.025%)
[2025-12-12T20:36:53.748855] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-12T20:36:53.748909] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-12T20:36:53.749661] [INFO ] [main      ] Progress: 262/415 forecasts completed (63.1%). THQ finished in 0.7s. ETA: 27.0s. Rate: 339.46 forecasts/min
[2025-12-12T20:36:53.758051] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-12
[2025-12-12T20:36:53.761220] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:53.762104] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-12T20:36:53.762167] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-12T20:36:53.762201] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-12T20:36:53.763179] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:53.763252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:53.770413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:53.771972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:36:53.772977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:53.775266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:53.954138] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.015134] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.036347] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-12T20:36:54.036410] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=59.9373%)
[2025-12-12T20:36:54.036590] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-12T20:36:54.036644] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-12T20:36:54.037660] [INFO ] [main      ] Progress: 263/415 forecasts completed (63.4%). TRMK finished in 0.7s. ETA: 26.9s. Rate: 338.65 forecasts/min
[2025-12-12T20:36:54.040266] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.048741] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.050016] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-12T20:36:54.050079] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-12T20:36:54.050111] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-12T20:36:54.051083] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:54.051140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:54.052063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:54.052790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.146113] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.196878] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.218277] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.293053] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-12T20:36:54.293131] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=57.4301%)
[2025-12-12T20:36:54.293298] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-12T20:36:54.293703] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-12T20:36:54.293983] [INFO ] [main      ] Progress: 264/415 forecasts completed (63.6%). BXSL finished in 0.8s. ETA: 26.8s. Rate: 338.08 forecasts/min
[2025-12-12T20:36:54.308083] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.309159] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-12T20:36:54.309217] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-12T20:36:54.309251] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-12T20:36:54.310304] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:54.310366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:54.316022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:54.318118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:54.318661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:54.319066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:54.319831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:54.322311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:54.324463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.326475] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.364086] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-12T20:36:54.364164] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=51.4083%)
[2025-12-12T20:36:54.364701] [INFO ] [main      ] Fetching symbol history for CDC...
[2025-12-12T20:36:54.364751] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2025-12-12T20:36:54.365878] [INFO ] [main      ] Progress: 265/415 forecasts completed (63.9%). SQQQ finished in 0.7s. ETA: 26.6s. Rate: 338.84 forecasts/min
[2025-12-12T20:36:54.378683] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.379764] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2025-12-12T20:36:54.379818] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-12T20:36:54.379850] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2025-12-12T20:36:54.380721] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:54.380779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:54.381488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.398091] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-12T20:36:54.398161] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=61.5047%)
[2025-12-12T20:36:54.398521] [INFO ] [main      ] Progress: 266/415 forecasts completed (64.1%). VCRB finished in 0.6s. ETA: 26.3s. Rate: 339.88 forecasts/min
[2025-12-12T20:36:54.398671] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-12T20:36:54.398890] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-12T20:36:54.410466] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.411617] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.412532] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-12T20:36:54.412609] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-12T20:36:54.412642] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-12T20:36:54.413595] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:54.413656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:54.415363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:54.415919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:54.416306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:54.418121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:54.420890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:36:54.422531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.584355] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.658834] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-12T20:36:54.658900] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-6.47% (Conf=57.4076%)
[2025-12-12T20:36:54.659269] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-12T20:36:54.659320] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-12T20:36:54.659674] [INFO ] [main      ] Progress: 267/415 forecasts completed (64.3%). METCB finished in 0.6s. ETA: 26.2s. Rate: 339.27 forecasts/min
[2025-12-12T20:36:54.672406] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.673380] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-12T20:36:54.673436] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-12T20:36:54.673467] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-12T20:36:54.674249] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:54.674307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:54.675209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.678664] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.739261] [DEBUG] [MAG       ] CDC: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.784325] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-12
[2025-12-12T20:36:54.849847] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.915376] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-12T20:36:54.915441] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=43.5708%)
[2025-12-12T20:36:54.915825] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-12T20:36:54.915877] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-12T20:36:54.916247] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.916665] [INFO ] [main      ] Progress: 268/415 forecasts completed (64.6%). QD finished in 0.6s. ETA: 26.0s. Rate: 338.70 forecasts/min
[2025-12-12T20:36:54.929181] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:54.930344] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-12T20:36:54.930394] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-12T20:36:54.930425] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-12T20:36:54.931216] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:54.931276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:54.932970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:54.933473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:54.934038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:54.935344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:36:54.936048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:54.960168] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:54.990811] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2025-12-12T20:36:54.990879] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=46.1732%)
[2025-12-12T20:36:54.991252] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-12T20:36:54.991302] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-12T20:36:54.991295] [INFO ] [main      ] Progress: 269/415 forecasts completed (64.8%). CDC finished in 0.6s. ETA: 25.8s. Rate: 339.43 forecasts/min
[2025-12-12T20:36:55.004045] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.005286] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-12T20:36:55.005345] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-12T20:36:55.005379] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-12T20:36:55.006296] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:55.006355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:55.011449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:55.027372] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.098040] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-12T20:36:55.098121] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=65.3179%)
[2025-12-12T20:36:55.098288] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-12T20:36:55.098333] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-12T20:36:55.099047] [INFO ] [main      ] Progress: 270/415 forecasts completed (65.1%). CELH finished in 0.7s. ETA: 25.6s. Rate: 339.92 forecasts/min
[2025-12-12T20:36:55.112228] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.113613] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-12T20:36:55.113674] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-12T20:36:55.113706] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-12T20:36:55.114623] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:36:55.207304] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:55.288076] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.292163] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-12T20:36:55.292230] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-4.57% (Conf=44.6077%)
[2025-12-12T20:36:55.292387] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-12T20:36:55.292430] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-12T20:36:55.292902] [INFO ] [main      ] Progress: 271/415 forecasts completed (65.3%). GFI finished in 0.6s. ETA: 25.4s. Rate: 339.80 forecasts/min
[2025-12-12T20:36:55.303782] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.305608] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-12T20:36:55.305676] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-12T20:36:55.305716] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-12T20:36:55.306482] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-12T20:36:55.306569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:55.311867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:55.313657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:55.314122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:55.314514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:55.332821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:36:55.334174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:55.334704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:55.336479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:55.337562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:36:55.338278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:55.339836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:55.341170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:55.343548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:55.367972] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.459249] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:55.504463] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.522701] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-12T20:36:55.522772] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=67.1164%)
[2025-12-12T20:36:55.523131] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-12T20:36:55.523182] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-12T20:36:55.523663] [INFO ] [main      ] Progress: 272/415 forecasts completed (65.5%). PAYO finished in 0.6s. ETA: 25.3s. Rate: 339.41 forecasts/min
[2025-12-12T20:36:55.534735] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.535681] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-12T20:36:55.535739] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-12T20:36:55.535772] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-12T20:36:55.536598] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:36:55.536663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:55.538865] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:55.541675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:55.543480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:55.543992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:55.544394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:55.546072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:55.586182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:36:55.595036] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-12T20:36:55.595105] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=47.227%)
[2025-12-12T20:36:55.595504] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-12T20:36:55.595556] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-12T20:36:55.596668] [INFO ] [main      ] Progress: 273/415 forecasts completed (65.8%). MNY finished in 0.6s. ETA: 25.0s. Rate: 340.15 forecasts/min
[2025-12-12T20:36:55.608001] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.609850] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-12T20:36:55.609906] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-12T20:36:55.609967] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-12T20:36:55.610889] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:55.610956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:55.614050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:36:55.615167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:55.618076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:36:55.619783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:55.640792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:55.641568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:55.643669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:55.698167] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:55.698453] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.785485] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-12T20:36:55.785552] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=54.4664%)
[2025-12-12T20:36:55.785743] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-12-12T20:36:55.785823] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-12-12T20:36:55.786922] [INFO ] [main      ] Progress: 274/415 forecasts completed (66.0%). GIS finished in 0.7s. ETA: 24.9s. Rate: 340.05 forecasts/min
[2025-12-12T20:36:55.799441] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:55.800487] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-12-12T20:36:55.800543] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-12-12T20:36:55.800593] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-12-12T20:36:55.801448] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:55.801511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:55.806645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:55.808502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:55.809045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:55.809443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:55.874570] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:55.969494] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-12
[2025-12-12T20:36:55.986501] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.016829] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-12T20:36:56.016909] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=44.5386%)
[2025-12-12T20:36:56.017269] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-12T20:36:56.017322] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-12T20:36:56.017664] [INFO ] [main      ] Progress: 275/415 forecasts completed (66.3%). SWZ finished in 0.7s. ETA: 24.7s. Rate: 339.67 forecasts/min
[2025-12-12T20:36:56.029440] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.030453] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-12T20:36:56.030512] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-12T20:36:56.030544] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-12T20:36:56.031370] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:56.031434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:56.036547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:56.038430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:56.038930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:56.039375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:56.039789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:56.040565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:56.041271] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.138957] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.156520] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.160892] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.199905] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-12T20:36:56.200002] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=60.56%)
[2025-12-12T20:36:56.200385] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-12T20:36:56.200436] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-12T20:36:56.201661] [INFO ] [main      ] Progress: 276/415 forecasts completed (66.5%). WTI finished in 0.6s. ETA: 24.6s. Rate: 339.62 forecasts/min
[2025-12-12T20:36:56.212355] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.213479] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-12T20:36:56.213530] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-12T20:36:56.213561] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-12T20:36:56.214343] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:56.214404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:56.216093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:56.216643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:56.217081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:56.217462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:56.240382] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-12T20:36:56.240452] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=7.25% (Conf=57.6051%)
[2025-12-12T20:36:56.240866] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-12T20:36:56.240918] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-12T20:36:56.242696] [INFO ] [main      ] Progress: 277/415 forecasts completed (66.7%). SSYS finished in 0.7s. ETA: 24.3s. Rate: 340.56 forecasts/min
[2025-12-12T20:36:56.252237] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.253255] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-12T20:36:56.253317] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-12T20:36:56.253351] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-12T20:36:56.254210] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:56.254270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:56.259539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:56.260950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.330187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:56.331418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:36:56.331412] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.333056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.382015] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.436630] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-12-12T20:36:56.437067] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=54.5505%)
[2025-12-12T20:36:56.437397] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-12T20:36:56.437464] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-12T20:36:56.438534] [INFO ] [main      ] Progress: 278/415 forecasts completed (67.0%). EMN finished in 0.7s. ETA: 24.1s. Rate: 340.42 forecasts/min
[2025-12-12T20:36:56.452434] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.453624] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-12T20:36:56.453677] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-12T20:36:56.453710] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-12T20:36:56.454511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:56.454592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:56.460687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:56.505277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:56.506451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:56.507471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:56.508172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:56.509459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.556346] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.635387] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.678343] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-12T20:36:56.678412] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=31.6877%)
[2025-12-12T20:36:56.678779] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-12-12T20:36:56.678830] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-12-12T20:36:56.679664] [INFO ] [main      ] Progress: 279/415 forecasts completed (67.2%). MRUS finished in 0.7s. ETA: 24.0s. Rate: 339.98 forecasts/min
[2025-12-12T20:36:56.682949] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.690640] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.692045] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-12-12T20:36:56.692098] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-12-12T20:36:56.692129] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-12-12T20:36:56.692933] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:56.692994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:56.694096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:56.695074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:56.696271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:56.698477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.815284] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.861136] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:56.874416] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-12
[2025-12-12T20:36:56.889726] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-12T20:36:56.889807] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=50.0943%)
[2025-12-12T20:36:56.890223] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-12T20:36:56.890278] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-12T20:36:56.891646] [INFO ] [main      ] Progress: 280/415 forecasts completed (67.5%). RCI finished in 0.6s. ETA: 23.8s. Rate: 339.73 forecasts/min
[2025-12-12T20:36:56.902181] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.903206] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-12T20:36:56.903261] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-12T20:36:56.903295] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-12T20:36:56.904125] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:56.904187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:56.911979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:56.952694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:56.953731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:56.954398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:56.956364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:56.958471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:36:56.959246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:56.967058] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-12T20:36:56.967126] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=50.2566%)
[2025-12-12T20:36:56.967501] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-12T20:36:56.967550] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-12T20:36:56.968654] [INFO ] [main      ] Progress: 281/415 forecasts completed (67.7%). ZBH finished in 0.8s. ETA: 23.6s. Rate: 340.41 forecasts/min
[2025-12-12T20:36:56.979356] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:56.980914] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-12T20:36:56.980966] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-12T20:36:56.980997] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-12T20:36:56.981792] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:56.982041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:56.987720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:56.989501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:56.990035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:56.990426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:56.991339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:57.051972] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:57.109902] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-12-12
[2025-12-12T20:36:57.115537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:57.117947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:36:57.121393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.207286] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-12T20:36:57.207356] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=-5.64% (Conf=40.8216%)
[2025-12-12T20:36:57.207798] [INFO ] [main      ] Progress: 282/415 forecasts completed (68.0%). SHIP finished in 0.8s. ETA: 23.5s. Rate: 339.98 forecasts/min
[2025-12-12T20:36:57.207932] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-12T20:36:57.207978] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-12T20:36:57.221265] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:57.223168] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-12T20:36:57.223223] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-12T20:36:57.223257] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-12T20:36:57.224291] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:57.224354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:57.226168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:57.226733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:57.229525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:57.233640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:36:57.255032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:57.258782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.284098] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:57.338661] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-12
[2025-12-12T20:36:57.410863] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-12-12T20:36:57.410932] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=61.672%)
[2025-12-12T20:36:57.411308] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-12T20:36:57.411367] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-12T20:36:57.412659] [INFO ] [main      ] Progress: 283/415 forecasts completed (68.2%). PSN finished in 0.7s. ETA: 23.3s. Rate: 339.79 forecasts/min
[2025-12-12T20:36:57.424727] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:57.425846] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-12T20:36:57.425909] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-12T20:36:57.425942] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-12T20:36:57.427010] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:36:57.427095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:57.429855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:57.431079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:57.484420] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-12
[2025-12-12T20:36:57.512150] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:57.517890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:57.523070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:36:57.524310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:36:57.526753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:57.528467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:57.529251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:57.530737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:57.533013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.603330] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-12T20:36:57.603396] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=5.27% (Conf=38.7013%)
[2025-12-12T20:36:57.603764] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-12T20:36:57.603815] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-12T20:36:57.604678] [INFO ] [main      ] Progress: 284/415 forecasts completed (68.4%). SNN finished in 0.7s. ETA: 23.1s. Rate: 339.69 forecasts/min
[2025-12-12T20:36:57.609190] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-12
[2025-12-12T20:36:57.615271] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:57.617878] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-12T20:36:57.617932] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-12T20:36:57.617964] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-12T20:36:57.618789] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:57.618848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:57.619722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:57.656700] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:57.740564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:57.743159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:36:57.744462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.757406] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-12T20:36:57.757478] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=57.4262%)
[2025-12-12T20:36:57.757991] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-12T20:36:57.758046] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-12T20:36:57.758687] [INFO ] [main      ] Progress: 285/415 forecasts completed (68.7%). FTI finished in 0.8s. ETA: 23.0s. Rate: 339.84 forecasts/min
[2025-12-12T20:36:57.772225] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:57.773215] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-12T20:36:57.773315] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-12T20:36:57.773351] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-12T20:36:57.774289] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:57.774365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:57.776769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:57.777386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:57.777934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:57.778403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:36:57.780665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:36:57.783617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:57.785487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.789452] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:57.862266] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-12T20:36:57.862336] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-6.61% (Conf=44.3582%)
[2025-12-12T20:36:57.863036] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-12T20:36:57.863091] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-12T20:36:57.863667] [INFO ] [main      ] Progress: 286/415 forecasts completed (68.9%). DHX finished in 0.7s. ETA: 22.7s. Rate: 340.32 forecasts/min
[2025-12-12T20:36:57.875158] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:57.876364] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-12T20:36:57.876415] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-12T20:36:57.876447] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-12T20:36:57.877521] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:57.877598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:57.879527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:57.880260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:57.880757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:57.882012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:57.914148] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.095232] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:58.111607] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.179214] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.199769] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-12T20:36:58.199839] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=3.00% (Conf=58.6358%)
[2025-12-12T20:36:58.200045] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-12T20:36:58.200094] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-12T20:36:58.201021] [INFO ] [main      ] Progress: 287/415 forecasts completed (69.2%). AIG finished in 0.8s. ETA: 22.6s. Rate: 339.24 forecasts/min
[2025-12-12T20:36:58.216032] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:58.217097] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-12T20:36:58.217468] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-12T20:36:58.217502] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-12T20:36:58.218297] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:58.218358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:58.220358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:58.222209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:58.222724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:36:58.223803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:36:58.225786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:58.243712] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.295974] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:58.354808] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:58.420276] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:58.429389] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-12T20:36:58.429458] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=35.7574%)
[2025-12-12T20:36:58.429826] [INFO ] [main      ] Fetching symbol history for SBRA...
[2025-12-12T20:36:58.429877] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2025-12-12T20:36:58.430661] [INFO ] [main      ] Progress: 288/415 forecasts completed (69.4%). GAB finished in 0.8s. ETA: 22.5s. Rate: 338.89 forecasts/min
[2025-12-12T20:36:58.432591] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-12T20:36:58.432661] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-4.91% (Conf=55.49%)
[2025-12-12T20:36:58.433125] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-12T20:36:58.433176] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-12T20:36:58.433614] [INFO ] [main      ] Progress: 289/415 forecasts completed (69.6%). AMPX finished in 0.7s. ETA: 22.2s. Rate: 340.05 forecasts/min
[2025-12-12T20:36:58.443879] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:58.444851] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2025-12-12T20:36:58.444911] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2025-12-12T20:36:58.444944] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2025-12-12T20:36:58.445701] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:58.445829] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:36:58.445891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:58.446465] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-12T20:36:58.446516] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-12T20:36:58.446549] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-12T20:36:58.447536] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:58.447615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:58.447766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:58.448286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:36:58.449090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:58.452990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:58.455102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:58.455589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:58.456000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:58.460114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:36:58.462477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:58.505738] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-12T20:36:58.505803] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=59.1306%)
[2025-12-12T20:36:58.505962] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-12T20:36:58.506005] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-12T20:36:58.507739] [INFO ] [main      ] Progress: 290/415 forecasts completed (69.9%). PSCE finished in 0.6s. ETA: 22.0s. Rate: 340.73 forecasts/min
[2025-12-12T20:36:58.518453] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:58.519557] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-12T20:36:58.519630] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-12T20:36:58.519662] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-12T20:36:58.520463] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:36:58.520525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:58.525341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:58.527229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:58.527712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:58.528097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:58.529137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:58.531556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:36:58.571669] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.650728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:36:58.652071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:58.754331] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:58.813065] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.828513] [DEBUG] [MAG       ] SBRA: Last date is validated at 2025-12-12
[2025-12-12T20:36:58.837220] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-12T20:36:58.837285] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=64.7936%)
[2025-12-12T20:36:58.837468] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-12T20:36:58.837512] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-12T20:36:58.838249] [INFO ] [main      ] Progress: 291/415 forecasts completed (70.1%). MEI finished in 0.6s. ETA: 21.9s. Rate: 339.71 forecasts/min
[2025-12-12T20:36:58.850088] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:58.851256] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-12T20:36:58.851309] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-12T20:36:58.851341] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-12T20:36:58.852390] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:36:58.852453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:58.858446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:58.860350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:58.860897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:58.863284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:36:58.905859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:58.907365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:58.987397] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.001530] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.027352] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.053154] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-12T20:36:59.053226] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=67.98%)
[2025-12-12T20:36:59.053594] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-12T20:36:59.053652] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-12T20:36:59.053666] [INFO ] [main      ] Progress: 292/415 forecasts completed (70.4%). TDF finished in 0.6s. ETA: 21.7s. Rate: 339.45 forecasts/min
[2025-12-12T20:36:59.066241] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2025-12-12T20:36:59.066314] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=46.5768%)
[2025-12-12T20:36:59.066721] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-12T20:36:59.066774] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-12T20:36:59.067680] [INFO ] [main      ] Progress: 293/415 forecasts completed (70.6%). SBRA finished in 0.6s. ETA: 21.5s. Rate: 340.52 forecasts/min
[2025-12-12T20:36:59.068517] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.069501] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-12T20:36:59.069561] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-12T20:36:59.069614] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-12T20:36:59.070524] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:59.070601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:36:59.071526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:36:59.072876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.079103] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.080343] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-12T20:36:59.080402] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-12T20:36:59.080433] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-12T20:36:59.081515] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:59.081602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:36:59.086819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:59.089226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:59.089800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:59.090228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:36:59.093107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:36:59.174926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:36:59.176562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.212864] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.262305] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.289262] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-12T20:36:59.289329] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=51.1453%)
[2025-12-12T20:36:59.289691] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-12T20:36:59.289742] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-12T20:36:59.290659] [INFO ] [main      ] Progress: 294/415 forecasts completed (70.8%). PPL finished in 0.8s. ETA: 21.3s. Rate: 340.21 forecasts/min
[2025-12-12T20:36:59.301187] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.302188] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-12T20:36:59.302239] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-12T20:36:59.302618] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-12T20:36:59.303449] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:36:59.303509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:59.305254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:36:59.305779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:36:59.306544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:36:59.309202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.438542] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.449768] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.541513] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.548026] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-12T20:36:59.548093] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=57.4358%)
[2025-12-12T20:36:59.548473] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-12T20:36:59.548525] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-12T20:36:59.549312] [INFO ] [main      ] Progress: 295/415 forecasts completed (71.1%). JCI finished in 0.7s. ETA: 21.2s. Rate: 339.68 forecasts/min
[2025-12-12T20:36:59.560370] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.561293] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-12T20:36:59.561349] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-12T20:36:59.561381] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-12T20:36:59.562181] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:36:59.562243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:59.563952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:59.564459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:59.564879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:36:59.565669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:36:59.567523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.660068] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.669524] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.715643] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.721259] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-12T20:36:59.721334] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=52.7941%)
[2025-12-12T20:36:59.721777] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-12T20:36:59.721832] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-12T20:36:59.723075] [INFO ] [main      ] Progress: 296/415 forecasts completed (71.3%). MMLP finished in 0.7s. ETA: 21.0s. Rate: 339.69 forecasts/min
[2025-12-12T20:36:59.734848] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.735809] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-12T20:36:59.735865] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-12T20:36:59.735899] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-12T20:36:59.736806] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:36:59.736869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:36:59.739756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:36:59.740669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.811812] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-12T20:36:59.811889] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=61.4393%)
[2025-12-12T20:36:59.812226] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-12T20:36:59.812276] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-12T20:36:59.813651] [INFO ] [main      ] Progress: 297/415 forecasts completed (71.6%). ADC finished in 0.7s. ETA: 20.8s. Rate: 340.25 forecasts/min
[2025-12-12T20:36:59.825052] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.826442] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-12T20:36:59.826497] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-12T20:36:59.826528] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-12T20:36:59.827542] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:36:59.827621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:36:59.831931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:36:59.851561] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:36:59.912368] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-12T20:36:59.912435] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=63.3698%)
[2025-12-12T20:36:59.912792] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-12T20:36:59.913038] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-12T20:36:59.913655] [INFO ] [main      ] Progress: 298/415 forecasts completed (71.8%). FIXD finished in 0.6s. ETA: 20.6s. Rate: 340.75 forecasts/min
[2025-12-12T20:36:59.915359] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-12
[2025-12-12T20:36:59.925469] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:36:59.926722] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-12T20:36:59.926776] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-12T20:36:59.926808] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-12T20:36:59.927606] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:36:59.927669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:36:59.929398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:36:59.929954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:36:59.930348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:36:59.931349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:36:59.932032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:36:59.934026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:36:59.937064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:00.083628] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:00.106266] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-12
[2025-12-12T20:37:00.149589] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-12T20:37:00.149659] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=64.4142%)
[2025-12-12T20:37:00.149817] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-12T20:37:00.149861] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-12T20:37:00.150916] [INFO ] [main      ] Progress: 299/415 forecasts completed (72.0%). SRTS finished in 0.6s. ETA: 20.4s. Rate: 340.35 forecasts/min
[2025-12-12T20:37:00.161833] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:00.162648] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-12T20:37:00.162699] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-12T20:37:00.162730] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-12T20:37:00.163493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:00.163553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:00.165355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:00.165875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:00.166315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:00.166735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:00.183785] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-12
[2025-12-12T20:37:00.278418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:00.280362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:00.287043] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:00.295205] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-12
[2025-12-12T20:37:00.359180] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-12T20:37:00.359249] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=57.584%)
[2025-12-12T20:37:00.359608] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-12T20:37:00.359662] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-12T20:37:00.359657] [INFO ] [main      ] Progress: 300/415 forecasts completed (72.3%). PRME finished in 0.6s. ETA: 20.3s. Rate: 340.14 forecasts/min
[2025-12-12T20:37:00.372300] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:00.374960] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:00.376072] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-12T20:37:00.376125] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-12T20:37:00.376157] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-12T20:37:00.376979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:00.378419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:00.382726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:00.383269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:00.383751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:00.425137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:00.461987] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-12T20:37:00.462053] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=55.3425%)
[2025-12-12T20:37:00.462411] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-12T20:37:00.462467] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-12T20:37:00.462634] [INFO ] [main      ] Progress: 301/415 forecasts completed (72.5%). RLI finished in 0.6s. ETA: 20.1s. Rate: 340.61 forecasts/min
[2025-12-12T20:37:00.475818] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:00.479625] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-12T20:37:00.479723] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-12T20:37:00.479755] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-12T20:37:00.480561] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:00.480647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:00.481387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:00.483181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:00.484168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:37:00.486186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:00.600203] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:00.672068] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-12T20:37:00.672133] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=64.291%)
[2025-12-12T20:37:00.672534] [INFO ] [main      ] Progress: 302/415 forecasts completed (72.8%). TRC finished in 0.8s. ETA: 19.9s. Rate: 340.40 forecasts/min
[2025-12-12T20:37:00.672669] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-12T20:37:00.672712] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-12T20:37:00.685873] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-12
[2025-12-12T20:37:00.694409] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:00.695395] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-12T20:37:00.695449] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-12T20:37:00.695480] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-12T20:37:00.696252] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:00.696312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:00.700082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:00.700595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:00.701043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:00.701865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:00.891438] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-12
[2025-12-12T20:37:00.918360] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:00.935369] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.038691] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-12T20:37:01.038761] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-17.22% (Conf=49.213%)
[2025-12-12T20:37:01.038923] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-12T20:37:01.038967] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-12T20:37:01.039998] [INFO ] [main      ] Progress: 303/415 forecasts completed (73.0%). BIAF finished in 0.9s. ETA: 19.8s. Rate: 339.18 forecasts/min
[2025-12-12T20:37:01.060414] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.064527] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-12T20:37:01.064605] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-12T20:37:01.064651] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-12T20:37:01.065448] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:37:01.065512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:01.075893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:01.076904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:01.082406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:01.084091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:01.087595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:37:01.088209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:37:01.088885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:01.092924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:01.129324] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.161936] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.213946] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-12T20:37:01.214013] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=61.5832%)
[2025-12-12T20:37:01.214350] [INFO ] [main      ] Progress: 304/415 forecasts completed (73.3%). GSK finished in 0.9s. ETA: 19.6s. Rate: 339.20 forecasts/min
[2025-12-12T20:37:01.214477] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-12T20:37:01.214520] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-12T20:37:01.228787] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.230040] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-12T20:37:01.230099] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-12T20:37:01.230132] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-12T20:37:01.231176] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:37:01.231242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:01.233431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:01.234220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:01.234836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:01.235829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:01.236595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:01.250414] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.261441] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-12T20:37:01.261509] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=3.65% (Conf=50.8551%)
[2025-12-12T20:37:01.261927] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-12T20:37:01.261978] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-12T20:37:01.262662] [INFO ] [main      ] Progress: 305/415 forecasts completed (73.5%). GHRS finished in 0.8s. ETA: 19.4s. Rate: 340.01 forecasts/min
[2025-12-12T20:37:01.275645] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.278781] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-12T20:37:01.278839] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-12T20:37:01.278871] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-12T20:37:01.279726] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:01.279787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:01.281870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:01.282594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:01.283515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:37:01.285253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:37:01.286377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:01.322547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:01.325080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:01.326681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:37:01.327424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:01.423128] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.486668] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-12T20:37:01.486740] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=43.1452%)
[2025-12-12T20:37:01.486905] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-12T20:37:01.486953] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-12T20:37:01.495124] [INFO ] [main      ] Progress: 306/415 forecasts completed (73.7%). WNEB finished in 0.8s. ETA: 19.3s. Rate: 339.66 forecasts/min
[2025-12-12T20:37:01.504015] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.505017] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-12T20:37:01.505073] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-12T20:37:01.505106] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-12T20:37:01.505937] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:37:01.506000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:01.511266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:01.513096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:01.513569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:01.514050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:01.514939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:01.515906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:01.533305] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.556759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:01.561603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:37:01.562394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:37:01.563106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:01.699797] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.741505] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.771321] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.838261] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-12T20:37:01.838326] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=55.4964%)
[2025-12-12T20:37:01.838511] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-12T20:37:01.838556] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-12T20:37:01.840651] [INFO ] [main      ] Progress: 307/415 forecasts completed (74.0%). SSNC finished in 0.8s. ETA: 19.1s. Rate: 338.60 forecasts/min
[2025-12-12T20:37:01.851231] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.852275] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-12T20:37:01.852327] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-12T20:37:01.852358] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-12T20:37:01.853163] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:37:01.853224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:01.858789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:01.860871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:01.861546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:01.861953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:01.864443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:01.879388] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.904946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:01.905997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:01.908080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:01.922468] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-12
[2025-12-12T20:37:01.959000] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:01.973399] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-12T20:37:01.973473] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=61.2197%)
[2025-12-12T20:37:01.973656] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-12T20:37:01.973704] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-12T20:37:01.974909] [INFO ] [main      ] Progress: 308/415 forecasts completed (74.2%). SKRE finished in 0.8s. ETA: 18.9s. Rate: 338.87 forecasts/min
[2025-12-12T20:37:01.987407] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:01.988627] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-12T20:37:01.988687] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-12T20:37:01.988719] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-12T20:37:01.989540] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:01.989619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:01.994820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:01.997842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.096397] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:02.105532] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-12T20:37:02.105631] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=61.3405%)
[2025-12-12T20:37:02.105977] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-12T20:37:02.106029] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-12T20:37:02.106628] [INFO ] [main      ] Progress: 309/415 forecasts completed (74.5%). WB finished in 0.8s. ETA: 18.8s. Rate: 339.15 forecasts/min
[2025-12-12T20:37:02.118841] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.119828] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-12T20:37:02.119898] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-12T20:37:02.119959] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-12T20:37:02.120965] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:02.121044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:02.127307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:02.128362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:02.131440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.174448] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-12T20:37:02.174518] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=48.6359%)
[2025-12-12T20:37:02.174698] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-12T20:37:02.174743] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-12T20:37:02.175891] [INFO ] [main      ] Progress: 310/415 forecasts completed (74.7%). SMFG finished in 0.7s. ETA: 18.5s. Rate: 339.82 forecasts/min
[2025-12-12T20:37:02.186245] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.187300] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-12T20:37:02.187356] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-12T20:37:02.187387] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-12T20:37:02.188180] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:02.188236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:02.227388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.278657] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-12
[2025-12-12T20:37:02.386941] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-12
[2025-12-12T20:37:02.447029] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:02.498303] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-12
[2025-12-12T20:37:02.512688] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-12T20:37:02.512761] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=39.5106%)
[2025-12-12T20:37:02.512926] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-12T20:37:02.512970] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-12T20:37:02.514762] [INFO ] [main      ] Progress: 311/415 forecasts completed (74.9%). BGX finished in 0.7s. ETA: 18.4s. Rate: 338.82 forecasts/min
[2025-12-12T20:37:02.525686] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.526635] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-12T20:37:02.526692] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-12T20:37:02.526724] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-12T20:37:02.527500] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:02.527562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:02.528454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:02.529149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:02.529861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:02.534171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:37:02.535596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.568300] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:02.575343] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-12
[2025-12-12T20:37:02.649638] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-12T20:37:02.649706] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=47.8289%)
[2025-12-12T20:37:02.650101] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-12T20:37:02.650156] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-12T20:37:02.650666] [INFO ] [main      ] Progress: 312/415 forecasts completed (75.2%). NTB finished in 0.7s. ETA: 18.2s. Rate: 339.07 forecasts/min
[2025-12-12T20:37:02.662076] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.663144] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-12T20:37:02.663200] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-12T20:37:02.663232] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-12T20:37:02.664043] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:37:02.664108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:02.665876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:02.666406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:02.666832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:02.667632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:02.668383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:02.668868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:02.669972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:02.671182] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:02.671666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:02.672740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:37:02.673421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.751534] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:02.809247] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-12T20:37:02.809317] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=45.2981%)
[2025-12-12T20:37:02.809728] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-12T20:37:02.809802] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-12T20:37:02.810009] [INFO ] [main      ] Progress: 313/415 forecasts completed (75.4%). JLL finished in 0.7s. ETA: 18.0s. Rate: 339.18 forecasts/min
[2025-12-12T20:37:02.821938] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.823106] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-12T20:37:02.823159] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-12T20:37:02.823190] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-12T20:37:02.824004] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:02.824063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:02.828936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:02.832236] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-12T20:37:02.832303] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=48.7735%)
[2025-12-12T20:37:02.832682] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-12T20:37:02.832733] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-12T20:37:02.833740] [INFO ] [main      ] Progress: 314/415 forecasts completed (75.7%). HPQ finished in 0.7s. ETA: 17.8s. Rate: 340.12 forecasts/min
[2025-12-12T20:37:02.845661] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:02.846591] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-12T20:37:02.846642] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-12T20:37:02.846673] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-12T20:37:02.847450] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:02.847509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:02.853263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:02.855050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:02.855530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:02.882371] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-12
[2025-12-12T20:37:02.896970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:02.897862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.025320] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.052080] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.156119] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-12T20:37:03.156187] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=56.1825%)
[2025-12-12T20:37:03.156555] [INFO ] [main      ] Fetching symbol history for ERIE...
[2025-12-12T20:37:03.156622] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2025-12-12T20:37:03.156663] [INFO ] [main      ] Progress: 315/415 forecasts completed (75.9%). CHCO finished in 0.6s. ETA: 17.7s. Rate: 339.22 forecasts/min
[2025-12-12T20:37:03.167819] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.168911] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2025-12-12T20:37:03.168970] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2025-12-12T20:37:03.169002] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2025-12-12T20:37:03.169802] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:03.169861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:03.170614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:03.188046] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.199465] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.219031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:03.220371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.240818] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.282072] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-12T20:37:03.282138] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=9.14% (Conf=46.1699%)
[2025-12-12T20:37:03.282293] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-12T20:37:03.282336] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-12T20:37:03.283132] [INFO ] [main      ] Progress: 316/415 forecasts completed (76.1%). NCLH finished in 0.6s. ETA: 17.5s. Rate: 339.53 forecasts/min
[2025-12-12T20:37:03.293490] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.294425] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-12T20:37:03.294476] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-12T20:37:03.294508] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-12T20:37:03.295317] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-12T20:37:03.359278] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.412093] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.428779] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-12T20:37:03.428854] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=-3.42% (Conf=49.9389%)
[2025-12-12T20:37:03.429200] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-12T20:37:03.429250] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-12T20:37:03.429648] [INFO ] [main      ] Progress: 317/415 forecasts completed (76.4%). PSNL finished in 0.6s. ETA: 17.3s. Rate: 339.71 forecasts/min
[2025-12-12T20:37:03.440420] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.441501] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-12T20:37:03.441554] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-12T20:37:03.441608] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-12T20:37:03.442408] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:03.442469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:03.447496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.483219] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-12T20:37:03.483285] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=57.251%)
[2025-12-12T20:37:03.483446] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-12T20:37:03.483489] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-12T20:37:03.484641] [INFO ] [main      ] Progress: 318/415 forecasts completed (76.6%). FCF finished in 0.7s. ETA: 17.1s. Rate: 340.45 forecasts/min
[2025-12-12T20:37:03.496051] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.496962] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-12T20:37:03.497014] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-12T20:37:03.497046] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-12T20:37:03.497847] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:03.497909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:03.502993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:03.504898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:03.505371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:03.506177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:03.557115] [DEBUG] [MAG       ] ERIE: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.618981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:03.620471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:03.622613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.632568] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.728482] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.797136] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-12
[2025-12-12T20:37:03.803235] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.855920] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2025-12-12T20:37:03.856188] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=63.0898%)
[2025-12-12T20:37:03.856365] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-12T20:37:03.856419] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-12T20:37:03.856966] [INFO ] [main      ] Progress: 319/415 forecasts completed (76.9%). ERIE finished in 0.7s. ETA: 17.0s. Rate: 339.26 forecasts/min
[2025-12-12T20:37:03.869488] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.870561] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-12T20:37:03.870630] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-12T20:37:03.870662] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-12T20:37:03.871809] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:03.871878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:03.873237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.892649] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-12T20:37:03.892725] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=46.8737%)
[2025-12-12T20:37:03.893098] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-12T20:37:03.893509] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-12T20:37:03.894498] [INFO ] [main      ] Progress: 320/415 forecasts completed (77.1%). MBWM finished in 0.6s. ETA: 16.8s. Rate: 340.10 forecasts/min
[2025-12-12T20:37:03.906678] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:03.907773] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-12T20:37:03.907844] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-12T20:37:03.907885] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-12T20:37:03.908835] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:03.908898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:03.911095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:03.911752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:03.912207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:03.977762] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:03.990228] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.081830] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-12T20:37:04.081903] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=47.06%)
[2025-12-12T20:37:04.082422] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-12T20:37:04.082473] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-12T20:37:04.082680] [INFO ] [main      ] Progress: 321/415 forecasts completed (77.3%). SENEA finished in 0.7s. ETA: 16.6s. Rate: 340.03 forecasts/min
[2025-12-12T20:37:04.094650] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:04.095736] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-12T20:37:04.095807] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-12T20:37:04.095847] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-12T20:37:04.096682] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:04.096766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:04.103127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:04.105220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:04.105751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:04.106208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:04.106635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:04.109191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:04.152921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:04.177068] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:04.225373] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.255342] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-12T20:37:04.255414] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=51.1477%)
[2025-12-12T20:37:04.255803] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-12T20:37:04.255853] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-12T20:37:04.256680] [INFO ] [main      ] Progress: 322/415 forecasts completed (77.6%). SPOK finished in 0.8s. ETA: 16.4s. Rate: 340.05 forecasts/min
[2025-12-12T20:37:04.268872] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:04.269902] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-12T20:37:04.269986] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-12T20:37:04.270018] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-12T20:37:04.270924] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:04.271141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:04.277043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:04.294506] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.334372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:04.414602] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:04.483300] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-12T20:37:04.483381] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=4.74% (Conf=47.3769%)
[2025-12-12T20:37:04.483556] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-12T20:37:04.483822] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-12T20:37:04.485680] [INFO ] [main      ] Progress: 323/415 forecasts completed (77.8%). CPIX finished in 0.6s. ETA: 16.2s. Rate: 339.73 forecasts/min
[2025-12-12T20:37:04.486935] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:04.496470] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:04.497620] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-12T20:37:04.497675] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-12T20:37:04.498039] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-12T20:37:04.499079] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:04.499142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:04.514475] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.562274] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-12T20:37:04.562349] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=47.7839%)
[2025-12-12T20:37:04.562735] [INFO ] [main      ] Progress: 324/415 forecasts completed (78.1%). DEA finished in 0.7s. ETA: 16.0s. Rate: 340.32 forecasts/min
[2025-12-12T20:37:04.562871] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-12T20:37:04.562914] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-12T20:37:04.576029] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:04.577855] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-12T20:37:04.577913] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-12T20:37:04.577951] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-12T20:37:04.579298] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:37:04.579365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:04.585065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:04.587080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:04.587828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:04.588295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:04.591064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:04.591537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:04.592637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:04.594880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:04.596124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:37:04.596825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:04.616926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:04.618033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:04.690839] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:04.708935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:04.719257] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.755337] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-12T20:37:04.755408] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=53.6327%)
[2025-12-12T20:37:04.755802] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-12T20:37:04.755857] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-12T20:37:04.756669] [INFO ] [main      ] Progress: 325/415 forecasts completed (78.3%). CMSA finished in 0.7s. ETA: 15.9s. Rate: 340.22 forecasts/min
[2025-12-12T20:37:04.768107] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:04.769206] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-12T20:37:04.769264] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-12T20:37:04.769297] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-12T20:37:04.770166] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:04.770227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:04.775253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:04.776255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:04.830667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:04.900079] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:04.950724] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-12
[2025-12-12T20:37:04.993325] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-12T20:37:04.993393] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=66.3005%)
[2025-12-12T20:37:04.993779] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-12T20:37:04.993842] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-12T20:37:04.994663] [INFO ] [main      ] Progress: 326/415 forecasts completed (78.6%). HSBC finished in 0.7s. ETA: 15.7s. Rate: 339.86 forecasts/min
[2025-12-12T20:37:05.005547] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.006677] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-12T20:37:05.006731] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-12T20:37:05.006763] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-12T20:37:05.007560] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:05.007661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:05.012955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:05.014845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:05.015330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:05.015735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:05.016506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:05.017162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:05.019944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.071818] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.123473] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:05.197913] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-12T20:37:05.197999] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-9.06% (Conf=53.6419%)
[2025-12-12T20:37:05.198179] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-12T20:37:05.198235] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-12T20:37:05.198416] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.198875] [INFO ] [main      ] Progress: 327/415 forecasts completed (78.8%). YSG finished in 0.6s. ETA: 15.5s. Rate: 339.69 forecasts/min
[2025-12-12T20:37:05.210835] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.212177] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-12T20:37:05.212228] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-12T20:37:05.212260] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-12T20:37:05.213166] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:05.213227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:05.218185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:37:05.219967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:37:05.223302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:37:05.229538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.294791] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:05.371229] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.378254] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:05.400083] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-12T20:37:05.400160] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=4.00% (Conf=58.5755%)
[2025-12-12T20:37:05.400514] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-12T20:37:05.400565] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-12T20:37:05.400666] [INFO ] [main      ] Progress: 328/415 forecasts completed (79.0%). NATH finished in 0.9s. ETA: 15.4s. Rate: 339.55 forecasts/min
[2025-12-12T20:37:05.412430] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.413355] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-12T20:37:05.413406] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-12T20:37:05.413437] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-12T20:37:05.414221] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:05.414281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:05.419088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:05.419951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:05.421898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:05.426350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:37:05.427740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.453544] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-12T20:37:05.453631] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=3.69% (Conf=46.8929%)
[2025-12-12T20:37:05.454232] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-12T20:37:05.454286] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-12T20:37:05.454676] [INFO ] [main      ] Progress: 329/415 forecasts completed (79.3%). BUSE finished in 0.7s. ETA: 15.2s. Rate: 340.26 forecasts/min
[2025-12-12T20:37:05.466938] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.467875] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-12T20:37:05.467933] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-12T20:37:05.467967] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-12T20:37:05.468795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:05.468856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:05.473867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:05.476615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:05.477833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:05.480856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.561850] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:05.575769] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.628510] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-12T20:37:05.628595] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%)
[2025-12-12T20:37:05.628758] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-12T20:37:05.628800] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-12T20:37:05.629895] [INFO ] [main      ] Progress: 330/415 forecasts completed (79.5%). PMVP finished in 0.6s. ETA: 15.0s. Rate: 340.27 forecasts/min
[2025-12-12T20:37:05.641303] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.642604] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-12T20:37:05.642658] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-12T20:37:05.642689] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-12T20:37:05.647796] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:05.647862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:05.648630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:37:05.650780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:05.653983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:05.655129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:37:05.656289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.750556] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:05.811743] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.847241] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-12T20:37:05.847320] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=48.4808%)
[2025-12-12T20:37:05.847483] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-12T20:37:05.847528] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-12T20:37:05.848497] [INFO ] [main      ] Progress: 331/415 forecasts completed (79.8%). MNSO finished in 0.6s. ETA: 14.8s. Rate: 340.02 forecasts/min
[2025-12-12T20:37:05.859975] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-12
[2025-12-12T20:37:05.860186] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:05.861107] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-12T20:37:05.861166] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-12T20:37:05.861207] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-12T20:37:05.862181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:05.862248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:05.864285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:05.864842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:05.865933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:37:05.866565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:05.999705] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.031684] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.033147] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-12
[2025-12-12T20:37:06.075623] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-12T20:37:06.075711] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=4.02% (Conf=68.1446%)
[2025-12-12T20:37:06.075899] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-12T20:37:06.075951] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-12T20:37:06.077783] [INFO ] [main      ] Progress: 332/415 forecasts completed (80.0%). CMPS finished in 0.7s. ETA: 14.7s. Rate: 339.72 forecasts/min
[2025-12-12T20:37:06.088838] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.089952] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-12T20:37:06.090011] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-12T20:37:06.090044] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-12T20:37:06.090950] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:06.091025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.092970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:06.093537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:06.094105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:06.095018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.106011] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-12T20:37:06.106077] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-4.71% (Conf=67.2233%)
[2025-12-12T20:37:06.106428] [INFO ] [main      ] Fetching symbol history for AMAL...
[2025-12-12T20:37:06.106479] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2025-12-12T20:37:06.106668] [INFO ] [main      ] Progress: 333/415 forecasts completed (80.2%). LPTH finished in 0.7s. ETA: 14.4s. Rate: 340.57 forecasts/min
[2025-12-12T20:37:06.118730] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.119797] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2025-12-12T20:37:06.119851] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2025-12-12T20:37:06.119893] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2025-12-12T20:37:06.120707] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:37:06.120770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.122461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:06.123003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:06.123406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:06.125981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:06.127218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:06.204776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:06.207663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:06.209820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.209950] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.235462] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-12
[2025-12-12T20:37:06.284849] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-12T20:37:06.284919] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=63.9339%)
[2025-12-12T20:37:06.285083] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-12T20:37:06.285126] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-12T20:37:06.286757] [INFO ] [main      ] Progress: 334/415 forecasts completed (80.5%). GOOS finished in 0.7s. ETA: 14.3s. Rate: 340.55 forecasts/min
[2025-12-12T20:37:06.297244] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.298082] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-12T20:37:06.298132] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-12T20:37:06.298163] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-12T20:37:06.299018] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:06.299084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.300918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:06.301416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:06.302488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:06.304524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:37:06.305257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:37:06.309247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:37:06.310025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.411251] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.463018] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-12
[2025-12-12T20:37:06.506670] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-12T20:37:06.506745] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=65.6887%)
[2025-12-12T20:37:06.507279] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-12T20:37:06.507329] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-12T20:37:06.507651] [INFO ] [main      ] Progress: 335/415 forecasts completed (80.7%). USVM finished in 0.7s. ETA: 14.1s. Rate: 340.29 forecasts/min
[2025-12-12T20:37:06.520390] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.521343] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-12T20:37:06.521399] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-12T20:37:06.521440] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-12T20:37:06.522231] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:06.522292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:06.527692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.529884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:06.532999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:06.535468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:06.571828] [DEBUG] [MAG       ] AMAL: Last date is validated at 2025-12-12
[2025-12-12T20:37:06.643760] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.656292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:06.658809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.661205] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-12
[2025-12-12T20:37:06.749613] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.828390] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:06.834103] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2025-12-12T20:37:06.834169] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=-2.35% (Conf=50.2965%)
[2025-12-12T20:37:06.834594] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-12T20:37:06.834653] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-12T20:37:06.834647] [INFO ] [main      ] Progress: 336/415 forecasts completed (81.0%). AMAL finished in 0.7s. ETA: 14.0s. Rate: 339.43 forecasts/min
[2025-12-12T20:37:06.848614] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.849565] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-12T20:37:06.849639] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-12T20:37:06.849672] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-12T20:37:06.850488] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:06.850550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:06.855623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.857487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:06.858020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:06.860781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:37:06.862169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.864422] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-12T20:37:06.864491] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=2.95% (Conf=56.96%)
[2025-12-12T20:37:06.864855] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-12T20:37:06.864907] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-12T20:37:06.865909] [INFO ] [main      ] Progress: 337/415 forecasts completed (81.2%). TPL finished in 0.8s. ETA: 13.8s. Rate: 340.26 forecasts/min
[2025-12-12T20:37:06.876119] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.877007] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-12T20:37:06.877058] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-12T20:37:06.877089] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-12T20:37:06.877877] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:06.877936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:06.883189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:06.885140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:06.885637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:37:06.887324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:06.919513] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-12T20:37:06.919590] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=49.1038%)
[2025-12-12T20:37:06.919900] [INFO ] [main      ] Progress: 338/415 forecasts completed (81.4%). STRS finished in 0.6s. ETA: 13.5s. Rate: 340.96 forecasts/min
[2025-12-12T20:37:06.920028] [INFO ] [main      ] Fetching symbol history for MLAB...
[2025-12-12T20:37:06.920070] [DEBUG] [REMOTE    ] MLAB: Fetching historical data.
[2025-12-12T20:37:06.932666] [DEBUG] [REMOTE    ] MLAB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:06.933650] [DEBUG] [LOCAL     ] Loaded configuration for MLAB: 4 features, N/A% accuracy
[2025-12-12T20:37:06.933702] [INFO ] [LOCAL     ] MLAB: Loaded 4 optimal features with 44.57% confidence from JSON config
[2025-12-12T20:37:06.933733] [DEBUG] [MAG       ] Building data for symbol: MLAB with lookback: 0
[2025-12-12T20:37:06.934673] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:06.934732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:06.935654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:07.017836] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.047156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:07.048265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:07.049449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:07.201588] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:07.208282] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.229198] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.277675] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-12T20:37:07.277742] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=50.7224%)
[2025-12-12T20:37:07.277905] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-12T20:37:07.277950] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-12T20:37:07.278845] [INFO ] [main      ] Progress: 339/415 forecasts completed (81.7%). LTC finished in 0.8s. ETA: 13.4s. Rate: 339.92 forecasts/min
[2025-12-12T20:37:07.292766] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:07.294185] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-12T20:37:07.294243] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-12T20:37:07.294276] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-12T20:37:07.295201] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:37:07.295269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:07.297052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:07.297613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:07.298150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:07.298695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:07.299533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:07.300473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:07.302153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:07.305373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:07.307744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:07.310783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:07.385692] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:07.393414] [DEBUG] [MAG       ] MLAB: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.405139] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:07.481058] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-12T20:37:07.481126] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=57.1727%)
[2025-12-12T20:37:07.481469] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-12T20:37:07.481520] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-12T20:37:07.481655] [INFO ] [main      ] Progress: 340/415 forecasts completed (81.9%). DRMA finished in 0.6s. ETA: 13.2s. Rate: 339.77 forecasts/min
[2025-12-12T20:37:07.493442] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:07.494398] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-12T20:37:07.494455] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-12T20:37:07.494487] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-12T20:37:07.495318] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:07.495380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:07.497093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:07.497626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:07.498016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:07.499639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:07.500819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:37:07.501504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:07.526994] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-12T20:37:07.527059] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=51.6714%)
[2025-12-12T20:37:07.527627] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-12T20:37:07.527622] [INFO ] [main      ] Progress: 341/415 forecasts completed (82.2%). FLWS finished in 0.7s. ETA: 13.0s. Rate: 340.51 forecasts/min
[2025-12-12T20:37:07.527676] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-12T20:37:07.538891] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:07.539799] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-12T20:37:07.539851] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-12T20:37:07.539883] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-12T20:37:07.540699] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:07.540759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:07.545633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:07.546609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:07.566625] [DEBUG] [MAG       ] MLAB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:07.587782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:07.674339] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.674803] [INFO ] [LOCAL     ] MLAB: Saved forecast.
[2025-12-12T20:37:07.674873] [INFO ] [main      ] MLAB: Signal=1 (Conf=90.0%), Magnitude=-4.93% (Conf=44.5659%)
[2025-12-12T20:37:07.675237] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-12T20:37:07.675291] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-12T20:37:07.675977] [INFO ] [main      ] Progress: 342/415 forecasts completed (82.4%). MLAB finished in 0.8s. ETA: 12.9s. Rate: 340.66 forecasts/min
[2025-12-12T20:37:07.687759] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:07.688858] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-12T20:37:07.688915] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-12T20:37:07.688947] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-12T20:37:07.689976] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:07.690034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:07.695668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:07.696417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:37:07.698298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:07.867333] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:07.877633] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.949027] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-12
[2025-12-12T20:37:07.958179] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-12T20:37:07.958249] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=64.5468%)
[2025-12-12T20:37:07.958445] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-12T20:37:07.958504] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-12T20:37:07.959613] [INFO ] [main      ] Progress: 343/415 forecasts completed (82.7%). CSX finished in 0.7s. ETA: 12.7s. Rate: 340.06 forecasts/min
[2025-12-12T20:37:07.976173] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:07.977368] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-12T20:37:07.977457] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-12T20:37:07.977512] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-12T20:37:07.978914] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:07.978998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:07.980480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:07.983357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:07.984118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:07.985718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:07.988263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:07.990125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:37:07.991248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.051708] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-12
[2025-12-12T20:37:08.068613] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.130525] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.201650] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-12T20:37:08.201725] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=65.0909%)
[2025-12-12T20:37:08.202130] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-12T20:37:08.202184] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-12T20:37:08.202654] [INFO ] [main      ] Progress: 344/415 forecasts completed (82.9%). GDC finished in 0.7s. ETA: 12.5s. Rate: 339.69 forecasts/min
[2025-12-12T20:37:08.213209] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-12T20:37:08.213277] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=7.65% (Conf=59.7344%)
[2025-12-12T20:37:08.213675] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-12T20:37:08.213746] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-12T20:37:08.214625] [INFO ] [main      ] Progress: 345/415 forecasts completed (83.1%). AGX finished in 0.7s. ETA: 12.3s. Rate: 340.61 forecasts/min
[2025-12-12T20:37:08.215929] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.216878] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-12T20:37:08.216942] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-12T20:37:08.216984] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-12T20:37:08.217801] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-12T20:37:08.217867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:08.220472] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.221135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:08.222184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:08.225002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:08.226360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:08.229419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-12T20:37:08.229390] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.230240] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-12T20:37:08.230297] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-12T20:37:08.230328] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-12T20:37:08.231124] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:08.231186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:08.232284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:08.234211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:08.234750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:37:08.235862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:37:08.236034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:08.237031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:08.237950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:37:08.244073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.275815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:08.277318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:08.278060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-12T20:37:08.279797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:37:08.282669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.319598] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-12T20:37:08.319687] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=48.4788%)
[2025-12-12T20:37:08.319849] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-12T20:37:08.319893] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-12T20:37:08.321662] [INFO ] [main      ] Progress: 346/415 forecasts completed (83.4%). IRMD finished in 0.6s. ETA: 12.1s. Rate: 340.99 forecasts/min
[2025-12-12T20:37:08.334687] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.335600] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-12T20:37:08.335657] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-12T20:37:08.335688] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-12T20:37:08.336467] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:08.336525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:08.337247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:08.338110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:37:08.340092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.365425] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-12
[2025-12-12T20:37:08.551867] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.599812] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-12
[2025-12-12T20:37:08.624274] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-12
[2025-12-12T20:37:08.634092] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-12T20:37:08.634160] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=52.4799%)
[2025-12-12T20:37:08.634500] [INFO ] [main      ] Progress: 347/415 forecasts completed (83.6%). FIZZ finished in 0.7s. ETA: 12.0s. Rate: 340.23 forecasts/min
[2025-12-12T20:37:08.634642] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-12T20:37:08.634688] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-12T20:37:08.646265] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.647300] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-12T20:37:08.647355] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-12T20:37:08.647390] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-12T20:37:08.648204] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:08.648268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:08.653381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:08.654240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:08.655540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:08.657729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-12T20:37:08.658518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:37:08.660275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.693948] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-12
[2025-12-12T20:37:08.779910] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.795541] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.860990] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-12T20:37:08.861058] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=4.12% (Conf=53.4311%)
[2025-12-12T20:37:08.861215] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-12T20:37:08.861259] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-12T20:37:08.861911] [INFO ] [main      ] Progress: 348/415 forecasts completed (83.9%). AWRE finished in 0.6s. ETA: 11.8s. Rate: 339.95 forecasts/min
[2025-12-12T20:37:08.870927] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:08.873370] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.874350] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-12T20:37:08.874400] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-12T20:37:08.874434] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-12T20:37:08.875223] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:08.875285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:08.880114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:08.881370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:08.883508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:08.887888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:08.889215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:08.892275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:37:08.892927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.923904] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-12T20:37:08.923981] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=59.876%)
[2025-12-12T20:37:08.924364] [INFO ] [main      ] Progress: 349/415 forecasts completed (84.1%). TXN finished in 0.7s. ETA: 11.6s. Rate: 340.58 forecasts/min
[2025-12-12T20:37:08.924497] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-12T20:37:08.924542] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-12T20:37:08.937539] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.938459] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-12T20:37:08.938511] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-12T20:37:08.938543] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-12T20:37:08.939354] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:08.939416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:08.945314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:08.946242] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-12T20:37:08.946507] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=36.9669%)
[2025-12-12T20:37:08.946688] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-12T20:37:08.947089] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-12T20:37:08.947687] [INFO ] [main      ] Progress: 350/415 forecasts completed (84.3%). AVDL finished in 0.6s. ETA: 11.4s. Rate: 341.43 forecasts/min
[2025-12-12T20:37:08.947348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:08.950382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:08.954764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:08.959873] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:08.961351] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-12T20:37:08.961408] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-12T20:37:08.961441] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-12T20:37:08.962500] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:08.962564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:08.963526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:08.966657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:08.968455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:08.969952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:08.970801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:08.973848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:09.026544] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.208820] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:09.252007] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.291998] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-12T20:37:09.292066] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=61.9557%)
[2025-12-12T20:37:09.292223] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-12T20:37:09.292266] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-12T20:37:09.292890] [INFO ] [main      ] Progress: 351/415 forecasts completed (84.6%). PHUN finished in 0.7s. ETA: 11.3s. Rate: 340.49 forecasts/min
[2025-12-12T20:37:09.304473] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:09.305262] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-12T20:37:09.305312] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-12T20:37:09.305342] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-12T20:37:09.306125] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:09.306188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:09.306935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:09.309288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:09.310379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:09.319236] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.335421] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.421811] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:09.489247] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:09.505039] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-12T20:37:09.505104] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=57.1347%)
[2025-12-12T20:37:09.505461] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-12T20:37:09.505511] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-12T20:37:09.505666] [INFO ] [main      ] Progress: 352/415 forecasts completed (84.8%). AVA finished in 0.6s. ETA: 11.1s. Rate: 340.29 forecasts/min
[2025-12-12T20:37:09.517157] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:09.518158] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-12T20:37:09.518223] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-12T20:37:09.518254] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-12T20:37:09.519047] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:09.519109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:09.524055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:09.525101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:09.525789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:09.526600] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:09.528695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:09.531070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:37:09.532462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:09.549796] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-12T20:37:09.549863] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=41.9894%)
[2025-12-12T20:37:09.550062] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-12T20:37:09.550107] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-12T20:37:09.551262] [INFO ] [main      ] Progress: 353/415 forecasts completed (85.1%). UBND finished in 0.6s. ETA: 10.9s. Rate: 341.01 forecasts/min
[2025-12-12T20:37:09.562732] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:09.563885] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-12T20:37:09.563954] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-12T20:37:09.564002] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-12T20:37:09.564816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:09.564876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:09.565998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:09.568628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-12T20:37:09.569493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:09.571984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:09.628070] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-12T20:37:09.628139] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=53.3817%)
[2025-12-12T20:37:09.628467] [INFO ] [main      ] Progress: 354/415 forecasts completed (85.3%). BMRN finished in 0.7s. ETA: 10.7s. Rate: 341.55 forecasts/min
[2025-12-12T20:37:09.628602] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-12T20:37:09.628645] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-12T20:37:09.640309] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:09.641461] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-12T20:37:09.641513] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-12T20:37:09.641545] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-12T20:37:09.642370] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:09.642429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:09.644367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:09.644916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:09.646413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:09.648028] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.816326] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:09.878658] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.919431] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-12T20:37:09.919507] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-7.33% (Conf=53.2185%)
[2025-12-12T20:37:09.919878] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-12T20:37:09.919979] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-12T20:37:09.920310] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-12
[2025-12-12T20:37:09.920669] [INFO ] [main      ] Progress: 355/415 forecasts completed (85.5%). IPGP finished in 0.6s. ETA: 10.6s. Rate: 340.91 forecasts/min
[2025-12-12T20:37:09.932460] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:09.933716] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-12T20:37:09.933780] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-12T20:37:09.933812] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-12T20:37:09.934602] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:09.934662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:09.939662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:09.979459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:09.981463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:09.983457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:37:09.984628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.011611] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-12
[2025-12-12T20:37:10.070103] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.116324] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.193863] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-12T20:37:10.193933] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=49.3574%)
[2025-12-12T20:37:10.194099] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-12T20:37:10.194143] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-12T20:37:10.195096] [INFO ] [main      ] Progress: 356/415 forecasts completed (85.8%). UPWK finished in 0.6s. ETA: 10.4s. Rate: 340.38 forecasts/min
[2025-12-12T20:37:10.205455] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.205819] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.206795] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-12T20:37:10.206854] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-12T20:37:10.206886] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-12T20:37:10.207755] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:10.207816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:10.208391] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-12T20:37:10.208449] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=56.3402%)
[2025-12-12T20:37:10.208807] [INFO ] [main      ] Progress: 357/415 forecasts completed (86.0%). BBCP finished in 0.7s. ETA: 10.2s. Rate: 341.26 forecasts/min
[2025-12-12T20:37:10.208932] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-12T20:37:10.208974] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-12T20:37:10.209511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:10.210093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:10.210501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:10.220951] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.221686] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-12T20:37:10.221738] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-12T20:37:10.221770] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-12T20:37:10.222521] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:10.222615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:10.227393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:10.230339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:37:10.230988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:10.232671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:10.233130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:37:10.234168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:37:10.236122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.249485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:10.250490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:10.251749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.291735] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-12T20:37:10.291828] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=3.60% (Conf=61.961%)
[2025-12-12T20:37:10.292269] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-12T20:37:10.292332] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-12T20:37:10.292656] [INFO ] [main      ] Progress: 358/415 forecasts completed (86.3%). FC finished in 0.7s. ETA: 10.0s. Rate: 341.76 forecasts/min
[2025-12-12T20:37:10.305921] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.306920] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-12T20:37:10.306972] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-12T20:37:10.307003] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-12T20:37:10.307883] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:10.307944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:10.310062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:10.310616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:10.311010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:10.312347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:10.326409] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-12
[2025-12-12T20:37:10.362896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.493746] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.579480] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-12
[2025-12-12T20:37:10.592021] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-12
[2025-12-12T20:37:10.619847] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-12T20:37:10.619955] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=45.1902%)
[2025-12-12T20:37:10.620367] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-12T20:37:10.620420] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-12T20:37:10.621630] [INFO ] [main      ] Progress: 359/415 forecasts completed (86.5%). TD finished in 0.7s. ETA: 9.9s. Rate: 340.93 forecasts/min
[2025-12-12T20:37:10.633477] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.634766] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-12T20:37:10.634823] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-12T20:37:10.634856] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-12T20:37:10.635766] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:10.635828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:10.637971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:10.638795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:10.639288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:10.683690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:10.706598] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-12
[2025-12-12T20:37:10.739908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.750809] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.766994] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.825470] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-12T20:37:10.825536] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=55.6873%)
[2025-12-12T20:37:10.825728] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-12T20:37:10.825772] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-12T20:37:10.826879] [INFO ] [main      ] Progress: 360/415 forecasts completed (86.7%). ING finished in 0.6s. ETA: 9.7s. Rate: 340.77 forecasts/min
[2025-12-12T20:37:10.837690] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.841884] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-12T20:37:10.841949] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-12T20:37:10.841988] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-12T20:37:10.842818] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:10.842877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:10.844878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:10.849275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.885246] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:10.896887] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-12T20:37:10.896949] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=46.8081%)
[2025-12-12T20:37:10.897114] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-12T20:37:10.897158] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-12T20:37:10.897829] [INFO ] [main      ] Progress: 361/415 forecasts completed (87.0%). SANM finished in 0.7s. ETA: 9.5s. Rate: 341.33 forecasts/min
[2025-12-12T20:37:10.909192] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.910076] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-12T20:37:10.910127] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-12T20:37:10.910157] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-12T20:37:10.910944] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:10.911004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:10.913828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:10.915600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:10.955299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:10.957237] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-12T20:37:10.957303] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=60.7351%)
[2025-12-12T20:37:10.957418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:37:10.957670] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-12T20:37:10.957722] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-12T20:37:10.958648] [INFO ] [main      ] Progress: 362/415 forecasts completed (87.2%). BEN finished in 0.7s. ETA: 9.3s. Rate: 341.95 forecasts/min
[2025-12-12T20:37:10.969886] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:10.971057] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-12T20:37:10.971116] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-12T20:37:10.971150] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-12T20:37:10.971999] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:10.972075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:10.975468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:10.977139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:10.978488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:11.124373] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.192955] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.307062] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:11.322060] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.331569] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.363958] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:11.423531] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-12T20:37:11.423708] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-5.43% (Conf=48.6796%)
[2025-12-12T20:37:11.423884] [INFO ] [main      ] Fetching symbol history for GRND...
[2025-12-12T20:37:11.423929] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2025-12-12T20:37:11.425670] [INFO ] [main      ] Progress: 363/415 forecasts completed (87.5%). TFIN finished in 0.8s. ETA: 9.2s. Rate: 340.39 forecasts/min
[2025-12-12T20:37:11.436501] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:11.437746] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2025-12-12T20:37:11.437803] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-12T20:37:11.437835] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2025-12-12T20:37:11.438706] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:11.438776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:11.444067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:11.445400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:11.499116] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:11.504161] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:11.566836] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-12T20:37:11.566906] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=3.06% (Conf=55.7434%)
[2025-12-12T20:37:11.567247] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-12T20:37:11.567299] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-12T20:37:11.567288] [INFO ] [main      ] Progress: 364/415 forecasts completed (87.7%). DTIL finished in 0.6s. ETA: 9.0s. Rate: 340.58 forecasts/min
[2025-12-12T20:37:11.572659] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-12T20:37:11.572732] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=56.081%)
[2025-12-12T20:37:11.572892] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-12T20:37:11.572939] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-12T20:37:11.574122] [INFO ] [main      ] Progress: 365/415 forecasts completed (88.0%). MKL finished in 0.7s. ETA: 8.8s. Rate: 341.48 forecasts/min
[2025-12-12T20:37:11.580653] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:11.581725] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-12T20:37:11.581789] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-12T20:37:11.581827] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-12T20:37:11.583088] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:11.583186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:11.583664] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-12T20:37:11.583737] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=4.79% (Conf=48.8376%)
[2025-12-12T20:37:11.584068] [INFO ] [main      ] Progress: 366/415 forecasts completed (88.2%). SRI finished in 0.7s. ETA: 8.6s. Rate: 342.36 forecasts/min
[2025-12-12T20:37:11.584180] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-12T20:37:11.584222] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-12T20:37:11.588902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:11.588926] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:11.589695] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-12T20:37:11.589751] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-12T20:37:11.589784] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-12T20:37:11.590830] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:11.590896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:11.591193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:11.591757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:11.592219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:11.592755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:11.593051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:11.593428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:11.593854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:37:11.596605] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:11.597701] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-12T20:37:11.597753] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-12T20:37:11.597784] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-12T20:37:11.598605] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:11.598666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:11.600002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:11.603692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:11.605844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:11.606345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:11.606757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:11.607608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:11.609987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:11.610657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:11.830664] [DEBUG] [MAG       ] GRND: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.957842] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.962867] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-12
[2025-12-12T20:37:11.971833] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-12
[2025-12-12T20:37:12.013470] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.091674] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2025-12-12T20:37:12.091747] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=53.7369%)
[2025-12-12T20:37:12.092142] [INFO ] [main      ] Fetching symbol history for NKTX...
[2025-12-12T20:37:12.092195] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2025-12-12T20:37:12.093657] [INFO ] [main      ] Progress: 367/415 forecasts completed (88.4%). GRND finished in 0.7s. ETA: 8.5s. Rate: 340.59 forecasts/min
[2025-12-12T20:37:12.131561] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.143215] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.147595] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.193686] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-12T20:37:12.193756] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=47.3624%)
[2025-12-12T20:37:12.193925] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-12T20:37:12.193972] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-12T20:37:12.194516] [INFO ] [main      ] Progress: 368/415 forecasts completed (88.7%). RES finished in 0.6s. ETA: 8.3s. Rate: 340.98 forecasts/min
[2025-12-12T20:37:12.212139] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-12T20:37:12.212210] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=56.0761%)
[2025-12-12T20:37:12.212383] [INFO ] [main      ] Fetching symbol history for APO...
[2025-12-12T20:37:12.212426] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-12-12T20:37:12.212522] [INFO ] [main      ] Progress: 369/415 forecasts completed (88.9%). TBB finished in 0.6s. ETA: 8.1s. Rate: 341.82 forecasts/min
[2025-12-12T20:37:12.224387] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-12T20:37:12.224456] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=52.1701%)
[2025-12-12T20:37:12.224644] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-12T20:37:12.224689] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-12T20:37:12.224764] [INFO ] [main      ] Progress: 370/415 forecasts completed (89.2%). SOCL finished in 0.7s. ETA: 7.9s. Rate: 342.68 forecasts/min
[2025-12-12T20:37:12.341497] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.341951] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.342121] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.342401] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-12T20:37:12.342460] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-12T20:37:12.342492] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-12T20:37:12.342608] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-12T20:37:12.342664] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-12T20:37:12.342695] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-12T20:37:12.342693] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.343000] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-12-12T20:37:12.343055] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-12-12T20:37:12.343087] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-12-12T20:37:12.343357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:37:12.343422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:12.343496] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:12.343562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:12.343669] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2025-12-12T20:37:12.343868] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2025-12-12T20:37:12.343885] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:12.343934] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2025-12-12T20:37:12.343941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:12.345168] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:12.345233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:12.345254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:12.345794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:12.346208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:12.346974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:12.347086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:12.347510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:12.347887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:12.347980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:12.348723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:12.348801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:12.348871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:12.349053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:37:12.350184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:12.351243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:12.351253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-12T20:37:12.351945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.353452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.426121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.464409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:12.469555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:37:12.472525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.696465] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-12
[2025-12-12T20:37:12.697642] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-12
[2025-12-12T20:37:12.787460] [DEBUG] [MAG       ] APO: Last date is validated at 2025-12-12
[2025-12-12T20:37:12.822398] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-12
[2025-12-12T20:37:12.866023] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.866311] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.938280] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-12T20:37:12.938361] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=54.6429%)
[2025-12-12T20:37:12.938558] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-12T20:37:12.938853] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-12T20:37:12.940649] [INFO ] [main      ] Progress: 371/415 forecasts completed (89.4%). SAFE finished in 0.7s. ETA: 7.8s. Rate: 339.85 forecasts/min
[2025-12-12T20:37:12.951411] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.952554] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-12T20:37:12.952635] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-12T20:37:12.952668] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-12T20:37:12.953763] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:12.953828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:12.954458] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-12T20:37:12.954518] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=38.7848%)
[2025-12-12T20:37:12.954878] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-12T20:37:12.954931] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-12T20:37:12.954944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:12.955501] [INFO ] [main      ] Progress: 372/415 forecasts completed (89.6%). CADE finished in 0.8s. ETA: 7.6s. Rate: 340.69 forecasts/min
[2025-12-12T20:37:12.956254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:12.957506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-12T20:37:12.960550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:12.961823] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:12.963288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:12.965563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.967895] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:12.968780] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-12T20:37:12.968846] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-12T20:37:12.968885] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-12T20:37:12.969906] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:12.969996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:12.975532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:12.977397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:12.977904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:12.978817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:12.979529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:12.996432] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:13.065962] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2025-12-12T20:37:13.066035] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=63.9722%)
[2025-12-12T20:37:13.066412] [INFO ] [main      ] Progress: 373/415 forecasts completed (89.9%). NKTX finished in 1.0s. ETA: 7.4s. Rate: 341.03 forecasts/min
[2025-12-12T20:37:13.066610] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-12T20:37:13.066658] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-12T20:37:13.078173] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.079381] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-12T20:37:13.079434] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-12T20:37:13.079465] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-12T20:37:13.080333] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:13.080736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:13.082757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:37:13.097325] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-12-12T20:37:13.097392] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-4.14% (Conf=57.0547%)
[2025-12-12T20:37:13.097819] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-12T20:37:13.097873] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-12T20:37:13.097812] [INFO ] [main      ] Progress: 374/415 forecasts completed (90.1%). APO finished in 0.9s. ETA: 7.2s. Rate: 341.78 forecasts/min
[2025-12-12T20:37:13.097612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.110200] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.111173] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-12T20:37:13.111223] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-12T20:37:13.111253] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-12T20:37:13.112035] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:13.112136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:13.117051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:13.118837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:13.119627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:13.121044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:13.123452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:37:13.124941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.301032] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-12
[2025-12-12T20:37:13.331561] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-12
[2025-12-12T20:37:13.450881] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-12
[2025-12-12T20:37:13.484742] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-12
[2025-12-12T20:37:13.511313] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:13.555269] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:13.625046] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-12T20:37:13.625123] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-6.39% (Conf=55.8061%)
[2025-12-12T20:37:13.625478] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-12T20:37:13.625528] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-12T20:37:13.626503] [INFO ] [main      ] Progress: 375/415 forecasts completed (90.4%). QVCC finished in 0.7s. ETA: 7.1s. Rate: 339.95 forecasts/min
[2025-12-12T20:37:13.637419] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.639624] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-12T20:37:13.639682] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-12T20:37:13.639715] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-12T20:37:13.640761] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:13.640826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:13.644956] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-12T20:37:13.645012] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=55.26%)
[2025-12-12T20:37:13.645337] [INFO ] [main      ] Progress: 376/415 forecasts completed (90.6%). AYI finished in 0.7s. ETA: 6.9s. Rate: 340.76 forecasts/min
[2025-12-12T20:37:13.645457] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-12T20:37:13.645500] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-12T20:37:13.646942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:13.647875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:13.649617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.658421] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.659552] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-12T20:37:13.659623] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-12T20:37:13.659654] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-12T20:37:13.660646] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:13.660708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:13.662635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:13.663145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:13.663600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:13.664004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:13.664914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-12T20:37:13.665652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.670996] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:13.690068] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:13.754428] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-12T20:37:13.754509] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=44.2832%)
[2025-12-12T20:37:13.754916] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-12T20:37:13.754971] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-12T20:37:13.755650] [INFO ] [main      ] Progress: 377/415 forecasts completed (90.8%). DUKB finished in 0.7s. ETA: 6.7s. Rate: 341.10 forecasts/min
[2025-12-12T20:37:13.767135] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.768191] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-12T20:37:13.768244] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-12T20:37:13.768278] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-12T20:37:13.769183] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:13.769246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:13.772909] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-12T20:37:13.772981] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=56.3953%)
[2025-12-12T20:37:13.773379] [INFO ] [main      ] Progress: 378/415 forecasts completed (91.1%). BRZE finished in 0.7s. ETA: 6.5s. Rate: 341.91 forecasts/min
[2025-12-12T20:37:13.773517] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-12T20:37:13.773561] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-12T20:37:13.774471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:13.776608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:13.777135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-12T20:37:13.786056] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:13.787084] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-12T20:37:13.787149] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-12T20:37:13.787181] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-12T20:37:13.788012] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:13.788074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:13.793237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:37:13.795606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-12T20:37:13.797088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.819210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:13.820555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:13.822452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:13.990991] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.004131] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.176920] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.177004] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.178852] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.181884] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.244230] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-12T20:37:14.244297] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=11.65% (Conf=67.991%)
[2025-12-12T20:37:14.244681] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-12T20:37:14.244734] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-12T20:37:14.245653] [INFO ] [main      ] Progress: 379/415 forecasts completed (91.3%). XRX finished in 0.6s. ETA: 6.3s. Rate: 340.39 forecasts/min
[2025-12-12T20:37:14.256753] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.257712] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-12T20:37:14.257768] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-12T20:37:14.257799] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-12T20:37:14.258605] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:14.258663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:14.259370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:14.320737] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-12T20:37:14.320811] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=56.4812%)
[2025-12-12T20:37:14.320990] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-12T20:37:14.321045] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-12T20:37:14.322684] [INFO ] [main      ] Progress: 380/415 forecasts completed (91.6%). EG finished in 0.7s. ETA: 6.2s. Rate: 340.90 forecasts/min
[2025-12-12T20:37:14.333872] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.334893] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-12T20:37:14.334954] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-12T20:37:14.334988] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-12T20:37:14.336069] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:14.336320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:14.338413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:14.339007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:14.339533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:14.340421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:14.357177] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.376045] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.444287] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-12T20:37:14.444367] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=59.3805%)
[2025-12-12T20:37:14.444754] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-12T20:37:14.444806] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-12T20:37:14.444796] [INFO ] [main      ] Progress: 381/415 forecasts completed (91.8%). HOG finished in 0.7s. ETA: 6.0s. Rate: 341.17 forecasts/min
[2025-12-12T20:37:14.456769] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.457957] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-12T20:37:14.458016] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-12T20:37:14.458050] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-12T20:37:14.458934] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:14.458999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:14.464612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:14.466801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:14.474384] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-12T20:37:14.474451] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=64.9168%)
[2025-12-12T20:37:14.474648] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-12T20:37:14.474702] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-12T20:37:14.475723] [INFO ] [main      ] Progress: 382/415 forecasts completed (92.0%). ED finished in 0.7s. ETA: 5.8s. Rate: 341.91 forecasts/min
[2025-12-12T20:37:14.486771] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.487746] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-12T20:37:14.487802] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-12T20:37:14.487834] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-12T20:37:14.488626] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-12T20:37:14.488688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:14.493647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:14.495446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:14.495965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:14.496370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:14.497363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:37:14.498190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-12T20:37:14.499298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:37:14.500446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:14.500917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-12T20:37:14.503028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:14.610244] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.716296] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.798610] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.823036] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.851232] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-12T20:37:14.851304] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-12T20:37:14.851689] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-12T20:37:14.851743] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-12T20:37:14.852555] [INFO ] [main      ] Progress: 383/415 forecasts completed (92.3%). VGSH finished in 0.6s. ETA: 5.6s. Rate: 340.89 forecasts/min
[2025-12-12T20:37:14.863887] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-12
[2025-12-12T20:37:14.865213] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.866448] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-12T20:37:14.866500] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-12T20:37:14.866532] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-12T20:37:14.867355] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:14.867419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:14.869218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:14.869781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:14.870212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:14.897693] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:14.951325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:14.956790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:14.959385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:14.960517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:14.976770] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-12T20:37:14.976862] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=3.78% (Conf=56.69%)
[2025-12-12T20:37:14.977301] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-12T20:37:14.977358] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-12T20:37:14.978648] [INFO ] [main      ] Progress: 384/415 forecasts completed (92.5%). AG finished in 0.7s. ETA: 5.5s. Rate: 341.14 forecasts/min
[2025-12-12T20:37:14.991018] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:14.992203] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-12T20:37:14.992257] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-12T20:37:14.992289] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-12T20:37:14.993129] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:14.993190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:14.993857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:14.996935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:14.999195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:15.001704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-12T20:37:15.003772] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.003870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.050786] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.077056] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-12T20:37:15.077125] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.2565%)
[2025-12-12T20:37:15.077299] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-12T20:37:15.077364] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-12T20:37:15.078664] [INFO ] [main      ] Progress: 385/415 forecasts completed (92.8%). SDA finished in 0.6s. ETA: 5.3s. Rate: 341.52 forecasts/min
[2025-12-12T20:37:15.089520] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.090710] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-12T20:37:15.090766] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-12T20:37:15.090797] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-12T20:37:15.091691] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:15.091763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:15.092485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:15.093372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:15.095992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.177903] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-12T20:37:15.177968] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=50.152%)
[2025-12-12T20:37:15.178309] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-12T20:37:15.178358] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-12T20:37:15.178658] [INFO ] [main      ] Progress: 386/415 forecasts completed (93.0%). BAP finished in 0.7s. ETA: 5.1s. Rate: 341.91 forecasts/min
[2025-12-12T20:37:15.190323] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.191461] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-12T20:37:15.191515] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-12T20:37:15.191545] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-12T20:37:15.192396] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:37:15.192459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:15.197693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:15.199595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:15.200189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:15.200737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:15.201197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:15.203884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:15.204682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:37:15.206238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-12T20:37:15.210360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.327868] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-12
[2025-12-12T20:37:15.379299] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-12
[2025-12-12T20:37:15.449300] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-12
[2025-12-12T20:37:15.500340] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.554427] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.564334] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-12T20:37:15.564400] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=59.7414%)
[2025-12-12T20:37:15.564731] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-12T20:37:15.564781] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-12T20:37:15.565685] [INFO ] [main      ] Progress: 387/415 forecasts completed (93.3%). SCM finished in 0.7s. ETA: 4.9s. Rate: 340.84 forecasts/min
[2025-12-12T20:37:15.576796] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.577924] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-12T20:37:15.577980] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-12T20:37:15.578011] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-12T20:37:15.578811] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:37:15.578875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:15.584458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:15.585465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:15.586289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:15.634305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:15.635704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:15.637705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:15.637835] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.639048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-12T20:37:15.640162] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-12
[2025-12-12T20:37:15.640243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-12T20:37:15.641332] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-12T20:37:15.641400] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=53.6314%)
[2025-12-12T20:37:15.641563] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-12T20:37:15.641626] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-12T20:37:15.641852] [INFO ] [main      ] Progress: 388/415 forecasts completed (93.5%). CASS finished in 0.7s. ETA: 4.7s. Rate: 341.34 forecasts/min
[2025-12-12T20:37:15.643528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.653169] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.654197] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-12T20:37:15.654438] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-12T20:37:15.654468] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-12T20:37:15.655273] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:15.655333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:15.660662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:15.661713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:15.663943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:15.665961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.701354] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-12T20:37:15.701423] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=61.7668%)
[2025-12-12T20:37:15.701795] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-12T20:37:15.701846] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-12T20:37:15.702654] [INFO ] [main      ] Progress: 389/415 forecasts completed (93.7%). KBWD finished in 0.6s. ETA: 4.6s. Rate: 341.92 forecasts/min
[2025-12-12T20:37:15.714255] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.715421] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-12T20:37:15.715484] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-12T20:37:15.715516] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-12T20:37:15.716400] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:15.716461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:15.721510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:15.723465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:15.723978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-12T20:37:15.724684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:15.726842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.825796] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:15.926126] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-12T20:37:15.926392] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=53.3053%)
[2025-12-12T20:37:15.926853] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-12T20:37:15.926906] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-12T20:37:15.927662] [INFO ] [main      ] Progress: 390/415 forecasts completed (94.0%). FOXA finished in 0.7s. ETA: 4.4s. Rate: 341.67 forecasts/min
[2025-12-12T20:37:15.938293] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:15.939826] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-12T20:37:15.939879] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-12T20:37:15.939910] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-12T20:37:15.940753] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:15.940812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:15.941713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:15.943774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:37:15.944942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:15.986664] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.013860] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.095953] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.162010] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.192784] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.254948] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-12T20:37:16.255014] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=41.5907%)
[2025-12-12T20:37:16.255175] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-12T20:37:16.255218] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-12T20:37:16.255873] [INFO ] [main      ] Progress: 391/415 forecasts completed (94.2%). HYXF finished in 0.6s. ETA: 4.2s. Rate: 340.91 forecasts/min
[2025-12-12T20:37:16.266948] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.268052] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-12T20:37:16.268106] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-12T20:37:16.268136] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-12T20:37:16.268939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:16.268997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:16.273939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:16.275247] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.275777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:16.276264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:16.276669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:16.291836] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-12T20:37:16.291902] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=8.88% (Conf=61.9164%)
[2025-12-12T20:37:16.292255] [INFO ] [main      ] Progress: 392/415 forecasts completed (94.5%). GLTO finished in 0.7s. ETA: 4.0s. Rate: 341.60 forecasts/min
[2025-12-12T20:37:16.292386] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-12T20:37:16.292433] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-12T20:37:16.299525] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.304231] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.305106] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-12T20:37:16.305162] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-12T20:37:16.305193] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-12T20:37:16.306012] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:16.306083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:16.311207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:16.313137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:16.313831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:16.314471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:16.314903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:16.317633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:16.415788] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-12T20:37:16.415857] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=57.3855%)
[2025-12-12T20:37:16.416416] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-12T20:37:16.416466] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-12T20:37:16.417271] [INFO ] [main      ] Progress: 393/415 forecasts completed (94.7%). CMI finished in 0.7s. ETA: 3.9s. Rate: 341.86 forecasts/min
[2025-12-12T20:37:16.428934] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.430210] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-12T20:37:16.430264] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-12T20:37:16.430295] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-12T20:37:16.431440] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:16.431502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:16.436735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-12T20:37:16.481537] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.557507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-12T20:37:16.558753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:16.559566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-12T20:37:16.562599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:37:16.577306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:16.632033] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.643067] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-12T20:37:16.643138] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=55.3794%)
[2025-12-12T20:37:16.643508] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-12T20:37:16.643559] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-12T20:37:16.644664] [INFO ] [main      ] Progress: 394/415 forecasts completed (94.9%). DRLL finished in 0.7s. ETA: 3.7s. Rate: 341.60 forecasts/min
[2025-12-12T20:37:16.656605] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.657603] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-12T20:37:16.657659] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-12T20:37:16.657691] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-12T20:37:16.658565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:16.658649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:16.660602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:16.661128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-12T20:37:16.681975] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.710287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-12T20:37:16.712423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:16.799060] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.856544] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:16.888370] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-12T20:37:16.888438] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=51.0035%)
[2025-12-12T20:37:16.888839] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-12T20:37:16.888913] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-12T20:37:16.889669] [INFO ] [main      ] Progress: 395/415 forecasts completed (95.2%). GME finished in 0.6s. ETA: 3.5s. Rate: 341.26 forecasts/min
[2025-12-12T20:37:16.905560] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.906855] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-12T20:37:16.906910] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-12T20:37:16.906941] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-12T20:37:16.907772] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:16.907831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:16.909519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:16.910080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:16.910475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-12T20:37:16.916114] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-12
[2025-12-12T20:37:16.940509] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-12T20:37:16.940603] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=50.1219%)
[2025-12-12T20:37:16.940984] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-12T20:37:16.941046] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-12T20:37:16.942649] [INFO ] [main      ] Progress: 396/415 forecasts completed (95.4%). BDSX finished in 0.6s. ETA: 3.3s. Rate: 341.86 forecasts/min
[2025-12-12T20:37:16.952615] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:16.954009] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-12T20:37:16.954063] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-12T20:37:16.954098] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-12T20:37:16.954979] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-12T20:37:16.955049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:16.956854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:16.957385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:16.957824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:16.958758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:16.959818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:16.964225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:16.965667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-12T20:37:16.967888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:16.989222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.070094] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.086093] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.170129] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-12T20:37:17.170205] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=51.32%)
[2025-12-12T20:37:17.170535] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-12T20:37:17.170600] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-12T20:37:17.170669] [INFO ] [main      ] Progress: 397/415 forecasts completed (95.7%). GEN finished in 0.8s. ETA: 3.2s. Rate: 341.60 forecasts/min
[2025-12-12T20:37:17.182370] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:17.183625] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-12T20:37:17.183680] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-12T20:37:17.183712] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-12T20:37:17.184695] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-12T20:37:17.184755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:17.190152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:17.192155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:17.192857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:17.193251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:17.194107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:17.196401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.274369] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.337399] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.352059] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-12T20:37:17.352136] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=50.8925%)
[2025-12-12T20:37:17.352302] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-12T20:37:17.352344] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-12T20:37:17.352735] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.353007] [INFO ] [main      ] Progress: 398/415 forecasts completed (95.9%). ENB finished in 0.7s. ETA: 3.0s. Rate: 341.57 forecasts/min
[2025-12-12T20:37:17.364759] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:17.365703] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-12T20:37:17.365754] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-12T20:37:17.365795] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-12T20:37:17.366594] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-12T20:37:17.366652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:17.371663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:17.374086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-12T20:37:17.376877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.534898] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.538713] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.541635] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.608686] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-12T20:37:17.608754] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=47.5106%)
[2025-12-12T20:37:17.609104] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-12T20:37:17.609160] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-12T20:37:17.609666] [INFO ] [main      ] Progress: 399/415 forecasts completed (96.1%). PUK finished in 0.7s. ETA: 2.8s. Rate: 341.18 forecasts/min
[2025-12-12T20:37:17.620874] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:17.622048] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-12T20:37:17.622112] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-12T20:37:17.622150] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-12T20:37:17.622996] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:17.623028] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-12T20:37:17.623065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:17.623097] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=67.3035%)
[2025-12-12T20:37:17.623452] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-12T20:37:17.623501] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-12T20:37:17.624439] [INFO ] [main      ] Progress: 400/415 forecasts completed (96.4%). ITRN finished in 0.7s. ETA: 2.6s. Rate: 341.96 forecasts/min
[2025-12-12T20:37:17.624847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:17.625359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:17.626442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:17.627635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:17.629005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.637016] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:17.637920] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-12T20:37:17.637978] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-12T20:37:17.638011] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-12T20:37:17.639105] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:17.639182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:17.644802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:17.646755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:17.647268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:17.647694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.713354] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.742022] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.810167] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-12T20:37:17.810236] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=-8.06% (Conf=60.0262%)
[2025-12-12T20:37:17.810604] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-12T20:37:17.810656] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-12T20:37:17.810673] [INFO ] [main      ] Progress: 401/415 forecasts completed (96.6%). AZTA finished in 0.6s. ETA: 2.5s. Rate: 341.91 forecasts/min
[2025-12-12T20:37:17.823212] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:17.824656] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-12T20:37:17.824711] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-12T20:37:17.824743] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-12T20:37:17.825531] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-12T20:37:17.825610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:17.830816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:17.832703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:17.833227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:17.833699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-12T20:37:17.836387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:17.837068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-12T20:37:17.838488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:17.915967] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:17.988236] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-12T20:37:17.988303] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=48.9021%)
[2025-12-12T20:37:17.988469] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-12T20:37:17.988512] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-12T20:37:17.989660] [INFO ] [main      ] Progress: 402/415 forecasts completed (96.9%). HERO finished in 0.6s. ETA: 2.3s. Rate: 341.89 forecasts/min
[2025-12-12T20:37:17.994305] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-12
[2025-12-12T20:37:17.999064] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.000486] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.001663] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-12T20:37:18.001715] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-12T20:37:18.001747] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-12T20:37:18.002739] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:18.002797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-12T20:37:18.003448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:18.004558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:18.011160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-12T20:37:18.016908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:18.172314] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.201670] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.232558] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.238847] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-12T20:37:18.238920] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=52.4915%)
[2025-12-12T20:37:18.239276] [INFO ] [main      ] Fetching symbol history for VLY...
[2025-12-12T20:37:18.239327] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2025-12-12T20:37:18.239652] [INFO ] [main      ] Progress: 403/415 forecasts completed (97.1%). CZWI finished in 0.6s. ETA: 2.1s. Rate: 341.53 forecasts/min
[2025-12-12T20:37:18.251917] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.253111] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2025-12-12T20:37:18.253166] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2025-12-12T20:37:18.253197] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2025-12-12T20:37:18.254055] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-12T20:37:18.254122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:18.255951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:18.256469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:18.256930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:18.257869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-12T20:37:18.259587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:18.261080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-12T20:37:18.262328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-12T20:37:18.264212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:18.265534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:18.267506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:18.268787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:37:18.269570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:18.322123] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-12T20:37:18.322190] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=54.9336%)
[2025-12-12T20:37:18.322505] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-12T20:37:18.322555] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-12T20:37:18.323595] [INFO ] [main      ] Progress: 404/415 forecasts completed (97.3%). CTS finished in 0.7s. ETA: 1.9s. Rate: 341.97 forecasts/min
[2025-12-12T20:37:18.336376] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.337325] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-12T20:37:18.337378] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-12T20:37:18.337409] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-12T20:37:18.338245] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:18.338302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-12T20:37:18.339801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:18.360411] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.390763] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.460637] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-12T20:37:18.460712] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.6258%)
[2025-12-12T20:37:18.461103] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-12T20:37:18.461171] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-12T20:37:18.461689] [INFO ] [main      ] Progress: 405/415 forecasts completed (97.6%). STTK finished in 0.6s. ETA: 1.8s. Rate: 342.15 forecasts/min
[2025-12-12T20:37:18.475376] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.476450] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-12T20:37:18.476512] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-12T20:37:18.476555] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-12T20:37:18.477703] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:37:18.477769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:18.483398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:18.485615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:18.486131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:18.486622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:18.487115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-12T20:37:18.488152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:18.489307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:18.490706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-12T20:37:18.492589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:18.532045] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.632138] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-12T20:37:18.632217] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-6.04% (Conf=59.8429%)
[2025-12-12T20:37:18.632610] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-12T20:37:18.632661] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-12T20:37:18.632658] [INFO ] [main      ] Progress: 406/415 forecasts completed (97.8%). EVH finished in 0.6s. ETA: 1.6s. Rate: 342.17 forecasts/min
[2025-12-12T20:37:18.642214] [DEBUG] [MAG       ] VLY: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.646545] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.647823] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-12T20:37:18.647875] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-12T20:37:18.647907] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-12T20:37:18.648723] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-12T20:37:18.648783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-12T20:37:18.649406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-12T20:37:18.651536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:18.691817] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.822127] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.864599] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:18.884103] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-12
[2025-12-12T20:37:18.896728] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2025-12-12T20:37:18.896793] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=55.9151%)
[2025-12-12T20:37:18.897159] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-12T20:37:18.897210] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-12T20:37:18.897649] [INFO ] [main      ] Progress: 407/415 forecasts completed (98.1%). VLY finished in 0.7s. ETA: 1.4s. Rate: 341.74 forecasts/min
[2025-12-12T20:37:18.909400] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:18.910705] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-12T20:37:18.910762] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-12T20:37:18.910794] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-12T20:37:18.911885] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:18.911947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-12T20:37:18.912970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-12T20:37:18.914246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-12T20:37:18.919167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-12T20:37:18.921442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-12T20:37:18.940872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:19.015788] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-12
[2025-12-12T20:37:19.034195] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-12T20:37:19.034264] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=25.18% (Conf=37.298%)
[2025-12-12T20:37:19.034426] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-12T20:37:19.034471] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-12T20:37:19.035502] [INFO ] [main      ] Progress: 408/415 forecasts completed (98.3%). PLRX finished in 0.7s. ETA: 1.2s. Rate: 341.92 forecasts/min
[2025-12-12T20:37:19.051513] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:19.052754] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-12T20:37:19.052809] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-12T20:37:19.052840] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-12T20:37:19.053738] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-12T20:37:19.053800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:19.055722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:19.056276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:19.056708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:19.058705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:19.078309] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.194609] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.198134] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-12T20:37:19.198206] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=50.3857%)
[2025-12-12T20:37:19.198378] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-12T20:37:19.198421] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-12T20:37:19.198936] [INFO ] [main      ] Progress: 409/415 forecasts completed (98.6%). MAA finished in 0.7s. ETA: 1.1s. Rate: 341.98 forecasts/min
[2025-12-12T20:37:19.210851] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:19.212650] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-12T20:37:19.212720] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-12T20:37:19.212768] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-12T20:37:19.213736] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-12T20:37:19.213809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-12T20:37:19.219515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:19.221516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:19.222101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:19.222552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:19.223008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:19.267547] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-12T20:37:19.267636] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=54.7481%)
[2025-12-12T20:37:19.267855] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-12T20:37:19.267910] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-12T20:37:19.268839] [INFO ] [main      ] Progress: 410/415 forecasts completed (98.8%). OCFC finished in 0.6s. ETA: 0.9s. Rate: 342.48 forecasts/min
[2025-12-12T20:37:19.280907] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:19.281961] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-12T20:37:19.282014] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-12T20:37:19.282048] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-12T20:37:19.282879] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-12T20:37:19.282945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-12T20:37:19.284702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-12T20:37:19.285233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-12T20:37:19.285662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-12T20:37:19.287738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-12T20:37:19.288242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-12T20:37:19.289286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-12T20:37:19.291008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-12T20:37:19.292057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-12T20:37:19.292770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:19.298980] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-12
[2025-12-12T20:37:19.417468] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-12
[2025-12-12T20:37:19.473037] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.542225] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-12T20:37:19.542301] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=53.2527%)
[2025-12-12T20:37:19.542477] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-12T20:37:19.542523] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-12T20:37:19.542852] [INFO ] [main      ] Progress: 411/415 forecasts completed (99.0%). REAX finished in 0.6s. ETA: 0.7s. Rate: 342.02 forecasts/min
[2025-12-12T20:37:19.554520] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-12T20:37:19.555679] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-12T20:37:19.555735] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-12T20:37:19.556086] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-12T20:37:19.556909] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-12T20:37:19.556966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-12T20:37:19.557871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-12T20:37:19.594684] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-12
[2025-12-12T20:37:19.602224] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.651243] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-12
[2025-12-12T20:37:19.777694] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.784517] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-12T20:37:19.784611] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=45.5943%)
[2025-12-12T20:37:19.784991] [INFO ] [main      ] Progress: 412/415 forecasts completed (99.3%). MCO finished in 0.7s. ETA: 0.5s. Rate: 341.70 forecasts/min
[2025-12-12T20:37:19.825640] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:19.840466] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-12T20:37:19.840542] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=52.416%)
[2025-12-12T20:37:19.841040] [INFO ] [main      ] Progress: 413/415 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.4s. Rate: 342.26 forecasts/min
[2025-12-12T20:37:19.891397] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-12T20:37:19.891466] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=42.6694%)
[2025-12-12T20:37:19.891957] [INFO ] [main      ] Progress: 414/415 forecasts completed (99.8%). OPP finished in 0.6s. ETA: 0.2s. Rate: 342.85 forecasts/min
[2025-12-12T20:37:19.926769] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-12
[2025-12-12T20:37:20.100355] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-15
[2025-12-12T20:37:20.161256] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-12T20:37:20.161328] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=55.9223%)
[2025-12-12T20:37:20.161878] [INFO ] [main      ] Progress: 415/415 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 342.40 forecasts/min
[2025-12-12T20:37:20.186649] [INFO ] [main      ] Parallel forecast generation completed in 1m 13s. Processed 415 forecasts.
[2025-12-12T20:37:20.186810] [INFO ] [main      ] Generated and saved 415 forecast pairs.
[2025-12-12T20:37:20.931507] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (415/415 @ 100.00%)'
[2025-12-12T20:37:20.932812] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-12T20:37:20.932872] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-12T20:37:20.933068] [INFO ] [main      ] Found 20 forecast dates
[2025-12-12T20:37:20.933105] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-12T20:37:21.045188] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-12T20:37:21.048738] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-12T20:37:21.048856] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-12T20:37:21.150913] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-12T20:37:21.159219] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-12T20:37:21.159360] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-12T20:37:21.273603] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-12T20:37:21.275347] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-12T20:37:21.275458] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-12T20:37:21.371121] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-12T20:37:21.372743] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-12T20:37:21.372849] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-12T20:37:21.472467] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-12T20:37:21.493427] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-12T20:37:21.493522] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-12T20:37:21.620462] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-12T20:37:21.622399] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-12T20:37:21.622511] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-12T20:37:21.752922] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-12T20:37:21.755443] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-12T20:37:21.755561] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-12T20:37:21.857515] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-12T20:37:21.860017] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-12T20:37:21.860157] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-12T20:37:22.076313] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-12T20:37:22.079836] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-12T20:37:22.080035] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-12T20:37:22.274319] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-12T20:37:22.278978] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-12T20:37:22.279215] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-12T20:37:22.481473] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-12T20:37:22.484191] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-12T20:37:22.484348] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-12T20:37:22.710192] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-12T20:37:22.713911] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-12T20:37:22.714079] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-12T20:37:22.932973] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-12T20:37:22.936359] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-12T20:37:22.936759] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-12T20:37:23.159079] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-12T20:37:23.162583] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-12T20:37:23.162795] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-12T20:37:23.371134] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-12T20:37:23.374998] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-12T20:37:23.375233] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-12T20:37:23.604855] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-12T20:37:23.608300] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-12T20:37:23.608499] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-12T20:37:23.702341] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-12T20:37:23.704066] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-12T20:37:23.704173] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-12T20:37:23.794287] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-12T20:37:23.795901] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-12T20:37:23.796003] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-12T20:37:23.879140] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-12T20:37:23.880777] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-12T20:37:23.880885] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-12T20:37:23.890714] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-12T20:37:23.890825] [INFO ] [main      ] Generated 20/20 forecast reports
[2025-12-12T20:37:23.890876] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-15.txt
[2025-12-12T20:37:24.614123] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-15'
[2025-12-12T20:37:24.614342] [INFO ] [main      ] Forecast report email sent for 2025-12-15
[2025-12-12T20:37:24.614437] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-12T20:37:24.614774] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-12T20:37:24.614996] [INFO ] [STATE     ] Last completion updated: 2025-12-12T20:37:24.614862